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Research Topics & Ideas: CompSci & IT

50+ Computer Science Research Topic Ideas To Fast-Track Your Project

IT & Computer Science Research Topics

Finding and choosing a strong research topic is the critical first step when it comes to crafting a high-quality dissertation, thesis or research project. If you’ve landed on this post, chances are you’re looking for a computer science-related research topic , but aren’t sure where to start. Here, we’ll explore a variety of CompSci & IT-related research ideas and topic thought-starters, including algorithms, AI, networking, database systems, UX, information security and software engineering.

NB – This is just the start…

The topic ideation and evaluation process has multiple steps . In this post, we’ll kickstart the process by sharing some research topic ideas within the CompSci domain. This is the starting point, but to develop a well-defined research topic, you’ll need to identify a clear and convincing research gap , along with a well-justified plan of action to fill that gap.

If you’re new to the oftentimes perplexing world of research, or if this is your first time undertaking a formal academic research project, be sure to check out our free dissertation mini-course. In it, we cover the process of writing a dissertation or thesis from start to end. Be sure to also sign up for our free webinar that explores how to find a high-quality research topic. 

Overview: CompSci Research Topics

  • Algorithms & data structures
  • Artificial intelligence ( AI )
  • Computer networking
  • Database systems
  • Human-computer interaction
  • Information security (IS)
  • Software engineering
  • Examples of CompSci dissertation & theses

Topics/Ideas: Algorithms & Data Structures

  • An analysis of neural network algorithms’ accuracy for processing consumer purchase patterns
  • A systematic review of the impact of graph algorithms on data analysis and discovery in social media network analysis
  • An evaluation of machine learning algorithms used for recommender systems in streaming services
  • A review of approximation algorithm approaches for solving NP-hard problems
  • An analysis of parallel algorithms for high-performance computing of genomic data
  • The influence of data structures on optimal algorithm design and performance in Fintech
  • A Survey of algorithms applied in internet of things (IoT) systems in supply-chain management
  • A comparison of streaming algorithm performance for the detection of elephant flows
  • A systematic review and evaluation of machine learning algorithms used in facial pattern recognition
  • Exploring the performance of a decision tree-based approach for optimizing stock purchase decisions
  • Assessing the importance of complete and representative training datasets in Agricultural machine learning based decision making.
  • A Comparison of Deep learning algorithms performance for structured and unstructured datasets with “rare cases”
  • A systematic review of noise reduction best practices for machine learning algorithms in geoinformatics.
  • Exploring the feasibility of applying information theory to feature extraction in retail datasets.
  • Assessing the use case of neural network algorithms for image analysis in biodiversity assessment

Topics & Ideas: Artificial Intelligence (AI)

  • Applying deep learning algorithms for speech recognition in speech-impaired children
  • A review of the impact of artificial intelligence on decision-making processes in stock valuation
  • An evaluation of reinforcement learning algorithms used in the production of video games
  • An exploration of key developments in natural language processing and how they impacted the evolution of Chabots.
  • An analysis of the ethical and social implications of artificial intelligence-based automated marking
  • The influence of large-scale GIS datasets on artificial intelligence and machine learning developments
  • An examination of the use of artificial intelligence in orthopaedic surgery
  • The impact of explainable artificial intelligence (XAI) on transparency and trust in supply chain management
  • An evaluation of the role of artificial intelligence in financial forecasting and risk management in cryptocurrency
  • A meta-analysis of deep learning algorithm performance in predicting and cyber attacks in schools

Research topic idea mega list

Topics & Ideas: Networking

  • An analysis of the impact of 5G technology on internet penetration in rural Tanzania
  • Assessing the role of software-defined networking (SDN) in modern cloud-based computing
  • A critical analysis of network security and privacy concerns associated with Industry 4.0 investment in healthcare.
  • Exploring the influence of cloud computing on security risks in fintech.
  • An examination of the use of network function virtualization (NFV) in telecom networks in Southern America
  • Assessing the impact of edge computing on network architecture and design in IoT-based manufacturing
  • An evaluation of the challenges and opportunities in 6G wireless network adoption
  • The role of network congestion control algorithms in improving network performance on streaming platforms
  • An analysis of network coding-based approaches for data security
  • Assessing the impact of network topology on network performance and reliability in IoT-based workspaces

Free Webinar: How To Find A Dissertation Research Topic

Topics & Ideas: Database Systems

  • An analysis of big data management systems and technologies used in B2B marketing
  • The impact of NoSQL databases on data management and analysis in smart cities
  • An evaluation of the security and privacy concerns of cloud-based databases in financial organisations
  • Exploring the role of data warehousing and business intelligence in global consultancies
  • An analysis of the use of graph databases for data modelling and analysis in recommendation systems
  • The influence of the Internet of Things (IoT) on database design and management in the retail grocery industry
  • An examination of the challenges and opportunities of distributed databases in supply chain management
  • Assessing the impact of data compression algorithms on database performance and scalability in cloud computing
  • An evaluation of the use of in-memory databases for real-time data processing in patient monitoring
  • Comparing the effects of database tuning and optimization approaches in improving database performance and efficiency in omnichannel retailing

Topics & Ideas: Human-Computer Interaction

  • An analysis of the impact of mobile technology on human-computer interaction prevalence in adolescent men
  • An exploration of how artificial intelligence is changing human-computer interaction patterns in children
  • An evaluation of the usability and accessibility of web-based systems for CRM in the fast fashion retail sector
  • Assessing the influence of virtual and augmented reality on consumer purchasing patterns
  • An examination of the use of gesture-based interfaces in architecture
  • Exploring the impact of ease of use in wearable technology on geriatric user
  • Evaluating the ramifications of gamification in the Metaverse
  • A systematic review of user experience (UX) design advances associated with Augmented Reality
  • A comparison of natural language processing algorithms automation of customer response Comparing end-user perceptions of natural language processing algorithms for automated customer response
  • Analysing the impact of voice-based interfaces on purchase practices in the fast food industry

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Topics & Ideas: Information Security

  • A bibliometric review of current trends in cryptography for secure communication
  • An analysis of secure multi-party computation protocols and their applications in cloud-based computing
  • An investigation of the security of blockchain technology in patient health record tracking
  • A comparative study of symmetric and asymmetric encryption algorithms for instant text messaging
  • A systematic review of secure data storage solutions used for cloud computing in the fintech industry
  • An analysis of intrusion detection and prevention systems used in the healthcare sector
  • Assessing security best practices for IoT devices in political offices
  • An investigation into the role social media played in shifting regulations related to privacy and the protection of personal data
  • A comparative study of digital signature schemes adoption in property transfers
  • An assessment of the security of secure wireless communication systems used in tertiary institutions

Topics & Ideas: Software Engineering

  • A study of agile software development methodologies and their impact on project success in pharmacology
  • Investigating the impacts of software refactoring techniques and tools in blockchain-based developments
  • A study of the impact of DevOps practices on software development and delivery in the healthcare sector
  • An analysis of software architecture patterns and their impact on the maintainability and scalability of cloud-based offerings
  • A study of the impact of artificial intelligence and machine learning on software engineering practices in the education sector
  • An investigation of software testing techniques and methodologies for subscription-based offerings
  • A review of software security practices and techniques for protecting against phishing attacks from social media
  • An analysis of the impact of cloud computing on the rate of software development and deployment in the manufacturing sector
  • Exploring the impact of software development outsourcing on project success in multinational contexts
  • An investigation into the effect of poor software documentation on app success in the retail sector

CompSci & IT Dissertations/Theses

While the ideas we’ve presented above are a decent starting point for finding a CompSci-related research topic, they are fairly generic and non-specific. So, it helps to look at actual dissertations and theses to see how this all comes together.

Below, we’ve included a selection of research projects from various CompSci-related degree programs to help refine your thinking. These are actual dissertations and theses, written as part of Master’s and PhD-level programs, so they can provide some useful insight as to what a research topic looks like in practice.

  • An array-based optimization framework for query processing and data analytics (Chen, 2021)
  • Dynamic Object Partitioning and replication for cooperative cache (Asad, 2021)
  • Embedding constructural documentation in unit tests (Nassif, 2019)
  • PLASA | Programming Language for Synchronous Agents (Kilaru, 2019)
  • Healthcare Data Authentication using Deep Neural Network (Sekar, 2020)
  • Virtual Reality System for Planetary Surface Visualization and Analysis (Quach, 2019)
  • Artificial neural networks to predict share prices on the Johannesburg stock exchange (Pyon, 2021)
  • Predicting household poverty with machine learning methods: the case of Malawi (Chinyama, 2022)
  • Investigating user experience and bias mitigation of the multi-modal retrieval of historical data (Singh, 2021)
  • Detection of HTTPS malware traffic without decryption (Nyathi, 2022)
  • Redefining privacy: case study of smart health applications (Al-Zyoud, 2019)
  • A state-based approach to context modeling and computing (Yue, 2019)
  • A Novel Cooperative Intrusion Detection System for Mobile Ad Hoc Networks (Solomon, 2019)
  • HRSB-Tree for Spatio-Temporal Aggregates over Moving Regions (Paduri, 2019)

Looking at these titles, you can probably pick up that the research topics here are quite specific and narrowly-focused , compared to the generic ones presented earlier. This is an important thing to keep in mind as you develop your own research topic. That is to say, to create a top-notch research topic, you must be precise and target a specific context with specific variables of interest . In other words, you need to identify a clear, well-justified research gap.

Fast-Track Your Research Topic

If you’re still feeling a bit unsure about how to find a research topic for your Computer Science dissertation or research project, check out our Topic Kickstarter service.

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Research topics and ideas about data science and big data analytics

Investigating the impacts of software refactoring techniques and tools in blockchain-based developments.

Steps on getting this project topic

Joseph

I want to work with this topic, am requesting materials to guide.

Yadessa Dugassa

Information Technology -MSc program

Andrew Itodo

It’s really interesting but how can I have access to the materials to guide me through my work?

kumar

Investigating the impacts of software refactoring techniques and tools in blockchain-based developments is in my favour. May i get the proper material about that ?

BEATRICE OSAMEGBE

BLOCKCHAIN TECHNOLOGY

Nanbon Temasgen

I NEED TOPIC

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thesis titles for computer science

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Completing a thesis is the capstone experience of the QMSS program. Students take this opportunity to apply the tools and methodologies developed through their coursework to questions of particular interest to them. The list of theses below demonstrates the broad array of substantive subject areas to which our graduates have applied their expertise.

The list is organized by the departmental affiliation of the faculty member who advised the thesis and the year in which it was completed. Though our program director has progressively advised more students we always encourage students to find additional advisors in our affiliate departments.

Business/Finance

  • Should Personalization Be Optional in Paid Streaming Platforms?: Investigating User Data as an Indirect Compensation for Paid Streaming Platforms (2022)
  • The Influence of Live Streaming Ecommerce on Customer Engagement on the Social Media Platforms (2022)
  • An overview of the COVID-19 Pandemic Impact on Small Businesses in the U.S (2022)
  • Exploring Key Predictors of Subsequent IPO Performance in the United States between 2016 -2021 (2022)
  • The relationship between executive incentives and corporate performance under the background of mixed reform—Based on the empirical analysis of A-share listed companies from 2016 to 2018 (2022)
  • How Sovereign Credit Rating Changes Impact Private Investment (2022)
  • Chinese Mutual Fund Manager Style Analysis Based on Natural Language Processing (2022)
  • The Influence of COVID-19 on Cryptocurrency Price (2022)
  • Does Weather matter on E-commerce? Weather and E-commerce consumer behavior of Americans in four U.S. cities (2021)
  • ModellingCFPB Consumer Complaint Topics Using Unsupervised Learning (2021)
  • Vote For The Environment: Quantitative characteristics of shareholder resolution votes on environmental issues (2021)
  • Social Capital’s Role in Accessing PPP Funds & the Evolving Nature of Online Lenders in the Small Business Ecosystem (2021)
  • Predicting stock returns with Twitter: A test of semi-strong form EMH (2017)
  • Who Receives Climate Finance and Why? A Quantitative Analysis of Climate Adaptation and Mitigation Funds Allocation during 2003-2013 (2014)
  • The American Dream—Deferred (2013)
  • Job Satisfaction and Employee Turnover Intention: What does Organizational Culture Have To Do With It? (2013)
  • What Factors Are Associated With Poor Households Engaging in Entrepreneurship? (2013)
  • Uncertainty in measuring Sustainable Development: An application for the Sustainability-adjusted HDI (2012)
  • Homeownership and Child Welfare in Unstable Times (2012)
  • On the Evaluation of Conditional Cash Transfer Programs (2012)
  • Financial Crisis and Bank Failure Prediction: Learning Lessons from the Great Recession (2011)
  • Starbucks and its Peers: Corporate Social Responsibility and Corporate Financial Performance (2011)
  • Statistical Arbitrage Strategies and Profit Potential in Commodity Futures Markets (2011)
  • An Approach to Lending with Heterogeneous Borrowers (2010)
  • Changes in Perceived Risk and Liquidity Shocks and Its Impact on Risk Premiums (2010)
  • Equity Risk Premium Puzzle and Investors' Behavioral Analysis: A Theoretical and Empirical Explanation from the Stock Markets in the U.S. & China (2010)
  • Investing in Microfinance: A Portfolio Optimization Approach (2010)
  • Empirical Analysis of Value Investing Strategy in Times of Subprime Mortgage Crisis 2007-08 (2009)
  • Two Engines of Monetary Policy: The Federal Reserve and the European Central Bank: Different Approaches. Different Results? (2008)
  • Searching for the "Sweet Spot": The Optimal Mix of Executive Compensation to Maximize Firm Performance (2005)
  • Differentials in Firm-Level Productivity and Corporate Governance: Evidence from Japanese Firm Data in 1998-2001 (2004) 
  • Where's the Brand Equity?: Further Investigations Into the Role of Brand Equity in Experiential, Luxury, and Other Products (2003)
  • An Account of Worth through Corporate Communication (2002)
  • Deciphering Federal Reserve Bank Statements Using Natural Language Processing (2022)
  • Gender Wage Gaps (2022)
  • The Relationship between the Overall Sentiment on Twitter and Stock Market Performance during COVID-19 Pandemic in 2020 (2022)
  • The U.S. Stock Market’s Influence on China Stock Market between 2014 and the first half of 2019 (2022)
  • Social Protection and the SDGs: A Data-Driven Bayesian Network Analysis (2022)
  • Overeducation: The Effects of the Great Recession on the Labor Market (2021)
  • Investor Sentiment and Stock Returns: Evidence from China's A-Share Market (2021)
  • Difference-in-Differences Analysis (2017)
  • Rapid Transition: A Comparison of Subway Usage and Rent Data to Predict Gentrification in New York City (2017)
  • Female Labor Force Participation Rate and Economic Development: Time-Series Evidence in China (2016)
  • Linkage Between Stock and Commodity Markets' Volitility in Both the U.S. and China (2016)
  • Will Urbanization be the Next Economic Growth Engine for China? (2014)
  • Solar Electricity's Impact on Germany's Wholesale Electricity Market (2014)
  • How Does Quantitative Easing Policy Impact Emerging Markets: Evidence from the Effects on Long-Term Yields Structure of Hong Kong and Singapore (2014)
  • The Effect of Income Taxes in Mexico: Evidence and Implications for Permanent Taxpayers (2014)
  • Jumping on the Bandwagon: Conformity and Herd Behavior (2014)
  • Effects of War After War: A Quantitative Comparison of the Economic Performance of Jewish World War II Veterans to Non-Jewish World War II Veterans (2013)
  • Basel III Agreement: Will Higher & More Strictly Defined Capital Standards Impede on the Growth of Small and Medium-Sized Enterprises? (2013)
  • Unemployment and Economic Growth in Peru: 2001-2012 (2013)
  • The Informal Market for Foreign Direct Investment: The Attractive Power of Country-Specific Characteristics (2012)
  • Evaluating the impact of the Workfare Income Supplement Scheme on Singapore's Labour Market (2012)
  • Innovation and Fiscal Decentralization in Transitional Economies (2012)
  • International Trade and Economic Growth: Evidence from Singapore (2012)
  • Economic Openness and Welfare Spending in Latin America (2012)
  • Assessing the Costs of Fractional Reserve Banking: A Theoretical Exposition and Examination of Post-Meiji Japan (2012)
  • Pricing Emerging Market Corporate Bonds: An Approach Using the CDS-Bond Basis Spread (2012)
  • The Geographical Distribution of Mixed-Income Housing in Low-Income Housing Tax Credit Developments (2012)
  • An Economic Theory of Voting: Can we Explain, through Digital Inequalities, Why People Vote Less? (2011)
  • Super-Pornstar Economics: Investigating the Wage Premium for Pornstar-Escorts (2011) 
  • The Dynamic Linkages among International Stock Markets: The Case of BRICs and the U.S. (2011)
  • Revisiting the Financing Gap: An Empirical Test from 1965 to 2007 (2010)
  • Antitrust Law and the Promotion of Democracy and Economic Growth (2010)
  • An Analysis of Keynesian Economics (2010)
  • Who Will Pay to Reduce Global Warming?  A Multivariate Analysis of Concern, Efficacy, and Action (2010)
  • Wage Difference Between White, Non-White, Local, and International Professional Players in the NBA (2010)
  • Is Microlending Sustainable? Discerning the Relationship Between Microfinancial Participation, Measures of Acute Morbidity, and Expectations of the Characteristics of Village Organizations (2009)
  • Application of Multi-Attribute Utility Theory to Consumers' Choices about Environmentally Responsible Decisions (2009)
  • Trade Openness and Poverty Reduction: What is the Evidence? (2009)
  • Crude Oil Prices: Mean Reversion in the Spot? Futures Know the Future? (2008)
  • Evaluating the Impact of Supply-side Factors on Conditional Cash Transfer Programs: The Case of Nicaragua (2008)
  • Females: Less Likely to Be Entrepreneurs? A Multi-level Analysis of the Effect of Gender on Entrepreneurial Activity (2008)
  • Banking the Mexican Immigrant Population: Analysis of Profiling Variables (2008)
  • A Comparison of Microfranchising to Independent Microenterprises in Ghana (2008)
  • From Autarky to Free Trade: Will China Overtake the U.S. as the Major Trading Power in the Global Economy? (2006)
  • Cluster Patterns of Age and Racial/Ethnic Groups Within Privately Developed Section 8 HUD Rent Subsidy Properties in New York City (2004)
  • The Impact of Decimalization on Market Volatility and Liquidity (2004)
  • Strategic Delegation with Unobservable Incentive Contracts: An Experiment (2002)
  • Exchange Rate Market Pressure and The Quality of Governance (2001)

Public Health

  • Analysing the Performance of Supervised ML models in Breast Cancer Diagnosis  (2022)
  • Portability of Polygenic Scores for QuantitativeTraits using Continuous Genetic Distance in the UK Biobank (2021)
  • A Report on the Correlation between COVID-19 pandemic and Unemployment Rate through Visualization (2021)
  • Spatial Summary of Outdoor Dining and COVID-19 Rates in NYC (2021)
  • The COVID-19 Infodemic: Narratives from the US & India (2021)
  • Exploring the Experiences of People Living with HIV in the United States: Modelling Muscle Ache/Pain and Medicaid Expansion (2017)
  • An Ounce of Prevention is Worth a Pound of Cure: An Algorithm Using Non-Health Indicators to Predict Health Risks of an Individual (2017)
  • Does Racial Concordance in Clinical Encounters improve Providers’ Accessibility and Patients’ Satisfaction with Providers? (2016)
  • Proportionality of Death Sentences in Alabama (2014)
  • Zombies, Brains, and Tweets: The Neural and Emotional Correlates of Social Media (2013)
  • Asexuality as a Spectrum: A National Probability Sample Comparison to the Sexual Community in the UK (2013)
  • Parent-reported and Child Self-reported Symptoms of Psychiatric Disorder and their Relationships to Independent Living Skills in a Clinical Sample of Perinatally HIV-infected and Perinatally HIV-exposed but Uninfected Adolescents: An Exploratory Analysis (2013)
  • The Sperm Shopper: How Consumer Segments and Evolutionary Pyschology Shape Choice of Sperm Donor (2012)
  • Social Context and Impoverished Youths' General Health Outcomes: Community Disorder and Violence Predicting Self-Rated Health and Body Mass Index (2012)
  • Location Theory and the Supply of Primary Care Physicians in Rural America (2012)
  • Perception of Neighborhood Safety and Overweight/Obesity Status among Non-Metropolitan Adolescents in the U.S. (2011)
  • Factors Affecting the Extent of Depression Treatment (2011)
  • Beyond Gender Binary in Survey Design (2010)
  • Junk Food and BMI: A Look at Schools Banning Candy, Snacks, and Soft Drinks and the Effect on Fifth Graders' BMI (2009) 
  • Delivering Maternal Health: An Examination of Maternal Mortality on a National Scale (2008)
  • Public Health and the Conrad Visa Waiver Program (2007)
  • Alzheimer's Disease, Migration, and Social Environment: A Study of Caribbean Hispanics (2005)
  • The Influence of Physician Attributes on Cesarean Likelihood (2004)
  • Natural or Human-Made Disaster: Dimensions of Impact Measurement (2003)
  • Healthy Life Choices Project: Efficacy of Nutritional Intervention with  Normal Foods  and Cognitive/Behavioral Skill Building on HIV/AIDS Associated Diarrhea and Quality of Life (2002)

Political Science

  • Encouraging Voter Registration Among Minority Voters:  A Field Experiment Using Radio Advertisements (2022)
  • Public Opinion Transition in China: Evidence from Weibo (2022)
  • Gender and Co-sponsorship in U.S. Congress (2017)
  • Accessing Social Influences of Congressmen with Keyword Network (2016)
  • How presidential election in 2016 affects the stock market – A Twitter sentiment analysis perspective (2016)
  • Assessing Assessors: A Study on Anti-Corruption Strategies in New York City’s Property Tax System (2016)
  • Demographic Trends in Virginia 2013
  • The determinants of Party and Coalition Identification in Chile: The effect of long and short-term factors (2013)
  • Radical Moderation: Factors Affecting Support for Islamic Extremism (2012)
  • Accommodationists versus Hardliners in Slovakia: Correlates of Public Opinion on Selected Foreign Policy Topics 2004 - 2010 (2012)
  • Measurement and Belief: Determinants of Federal Funding for Public Diplomacy Programs (2010)
  • Consumerism and Political Connectedness in Socialist Czechoslovakia (2010) - History
  • Civilizations and Social Tolerance: A Multi-Level Analysis of 58 Countries (2008)
  • How Does the 1965 Immigration Act Matter? (2006)
  • 7200 Revolutions per Minute: An Economic Analysis of the Struggle between the Recording Industry and Peer-to-Peer File Sharing Networks (2005)
  • Classifying Myers-Briggs Personality Type based on Text (2021)
  • Hiding Behind the Computer Screen: Imposter Phenomenon in the Tech Industry (2022)
  • Relation between dark tourism on-site experience and visitors’ satisfaction (2022)
  • Evaluating the Impact of Self-perceptions of Creativity and DemographicFactors on Arts Participation: Evidence from the United States (2021)
  • Running head: QUEER HAPPINESS AND SUPPORTExamining Happiness in LGBTQ+ People and its Relationshipwith Worsened Parental Relationships After Coming Out (2021)
  • The Impact of Donating Behavior on the Level of Happiness (2021)
  • Birds of a Feather, or Do Opposites Attract? THE IMPACT OF PERSONALITY TRAITS ON CONSTRAINT AND HOMOPHILY WITHIN SOCIAL NETWORKS (2017)
  • Predicting Social Value Orientation from Personal Information and Survey Metadata (2017)
  • All the Feels: Sentiment Analysis Between Emoji and Text (2017)
  • Social Media Interface and the Next Generation Cognitive Mapping in New York City (2016)
  • Is Prospective Memory Ability Flexible?  Manipulating Value to Increase Goal Significance (2011)
  • Will a Nation Be Happier with a More Even Income Distribution? (2007)
  • Behavioral Extensions to the Topology of Fear: A Gedankenexperimen (2007)
  • Psychological Control and Preschoolers' Externalizing and Internalizing Behaviors in China (2003)
  • Prevalence and success of diversity-and-inclusion projects on education crowdfunding platform  (2022)
  • Does gentrification cause the displacement of urban black populations?  (2022)
  • Feedback and Gender in the Workplace: Should You Expect Equal Evaluation from Men and Women?  (2021)
  • What are the determinants for art practitioners to choose self-employment? (2022)
  • An empirical research for studying the influence of star popularity on the box office of movies (2022)
  • Couple Dissolution Between Couples Who Meet Offline Versus Couples Who Meet Offline (2021)
  • Masculine Men Who Wear Makeup: Exploring the Evolving Masculinity (2021)
  • Do Individual Or Environmental Factors Play a Greater Role in Shaping the Intentions of Female High School Students to Enrol in STEM (2021) Programmes in University?:Evidence from the High School Longitudinal Study of 2009 (2021)
  • COVID-19 Information Narrative Beliefs Across Social Media Platforms (2021)
  • Spatial Wage Penalty for Young Mothers: Exploring the Discrepancy of Education Return between Metro and Non-metro Areas (2016)
  • Inequality Matters: A new Empirical Framework for Studying the Impact of Rising Socioeconomic Inequality on the Poor (2016)
  • Immigration, Income, and Occupation: Peruvian Immigrants in the Chilean Labor Market (2014)
  • Preferring France's 35-Hour Workweek: The Effects of Media on Work-Life Balance Preference Formation (2014)
  • The Effect of College Education on Individual Social Trust in the United States– An Examination of the Causal Mechanisms (2013)
  • Socio-economic Inequality and Socio-emotional Relationship Quality: Cause and effect? (2013)
  • Examination of the Relationship between mother's employment status and one's family gender role attitudes (2012)
  • A Study of Materialism Level among Mid-Atlantic residents (2012)
  • Relation Recombination - A Sociological Patent Analysis (2012)
  • The Relationship between Religious Attitudes and Concern for the Environment (2012)
  • Marrying Down: The Gender Gap in Post-Secondary Completion & Education Hypogamy between 1960 and 2010 (2012)
  • 2.0 Social Networks Have an Impact on our Real Lives (2011)
  • Evidence of Ethnic Solidarity in Marriage Patterns of Hmong and Sino-Vietnamese in United States (2011)
  • What Explains the Racial Disparity in Employment Discrimination Case Outcomes? (2010)
  • Reading Race: The Changing Views of Human Difference in American History Textbooks, 1870-1930 (2010)
  • Satisfaction with Life (2010)
  • Entering the "Real World": An Empirical Investigation of College Graduates' Satisfaction with Life (2010)
  • The Relationship between the Establishment of Marine Protected Areas and Biomass Productivity of Municipal Fisheries in the Philippines (2010)
  • Performance Surveys, Citizen Respondents, and Satisfaction of Public Services: An Analysis of NYC Feedback Citywide Customer Survey (2009)
  • Analysis of Job Retention Programs of the Center for Employment Opportunities of the Formerly Incarcerated (2009)
  • The Intergenerational Transfer of Human Capital: The Role of Grandparents' Education in Grandchildren's Cognitive Abilities (2009)
  • Are Homicide Trends Fads? Diffusion Analysis of the Urban-rural Spillover Effects on Homicide Incidents from 1960-1990 in the South Atlantic States (2008) 
  • Rejection Sensitivity and the Contagious Effect of Mood Regulation in Romantic Couples (2008)
  • Women and the Homeostasis of the Inmate Population
  • An Examination of the Relationship between Government Funding Allocation and Services Provided by Nonprofit Organizations in Brooklyn and the Bronx, 1997-2000 (2007)
  • The Concurrent Validity of Maternal Self-report: The  Impact of Social Desirability on Substance Use and Prenatal Care (2006)
  • The Effect of Housing Programs on the Economic Outcomes: Utilizing Observation Study Results from Minnesota Family Investment Program (2005)
  • The Influences of Physician Attributes on Cesarean Likelihood (2004)
  • Effects of Unemployment, Female Labor Force Participation, and Divorce on Suicide in Turkey: A Durkheimian Evaluation in a non-Western Milieu (2004)
  • An Experimental Study of the Small World Problem (2002)
  • The Relationship between Welfare Participation and Social Support (2002)
  • Sound and Silence: A Structural Analysis of Conversation Topics (2002)
  • A Reexamination of the Police and Crime Relationship: The New Role Community Policing Plays in Crime Prevention (2001)
  • DNA Evidence in Court: Jurors, Statistical Training, and Pre-instruction in the Procedural Law (2001)
  • The Role of Race in Education: An Analysis of Children in Brazil (2001)

Statistics/Computer Science

  • Predicting Spotify's songs' popularity  (2022)
  • Hiding Behind the Computer Screen: Imposter Phenomenon in the Tech Industry  (2021)
  • An Unsupervised Learning Approach to Address Crime in Mexico, 2012 – 2016 (2017)
  • Imputation of a variable completely unobserved in one wave of a panel: father’s earnings in the Fragile Families and Child Wellbeing Study (2016)

An Analysis of Pairwise Preference (2016)

  • Measuring Political Risk and Market Returns (2014)
  • Which Yelp Reviews will be Voted Useful?- Predicting the Number of Useful Votes Yelp Reviews will get using Machine Learning Algorithms (2014)
  • Polities and Size: Legitimizing or Limiting? (2013)
  • The Role of Domain Knowledge in Environmental Concern and Willingness-to-Pay for Environmental Protection: Results from a U.S. Survey of Public Opinion (2013)
  • The Power to Judge: Social Power Influences Moral Judgments of Simple and Complex Transgressions (2013)
  • A Time Series Analysis of Crime Rates and Concern for Crime in the United States: 1973-2010 (2012)
  • TV Gets Social: Evaluating Social Media Data to Explain Variability among Nielsen TV Ratings (2012)
  • Unit Root or Mean Reversion in Stock Index: Evidence from Nigeria (2010)
  • Homogeneity in Political Discussion Networks and its Factors (2007)
  • Why Shift Policy? (2006)
  • Point Detection for Poisson Disorder - Application in Earthquake Occurrence in Northern California, 1910 - 1999 (2004)
  • Stock Volatility and Economic Activity: A Causal Analysis (2004)
  • Strategic Information Transmission in Lobbying (2003)
  • Economic Theory and Happiness in Mexico: An Extension (2001)
  • Sales Forecasting Methods: A Consumer Products Company's Perspective (2001)
  • Soccer Teams Need to Win at Home: The Fans that Increase those Chances (2001)
  • The impact of school management on student performance  (2022)
  • An investigation of the relationship between educational attainment and COVID-19 vaccination hesitancy in the US  (2022)
  • Does Accountability Help or HinderSchools?: The Mississippi School Accountability Model and its Effect on School Performance (2021)
  • The Relationship between Education and Health (2021)
  • Quantifying Variation in American School Safety with Explainable Machine Learning:An Application of Machine Learning Feature Importances for the Social Sciences (2021)
  • Age, Gender, and Comorbidities Affect Prevalence of Dyscalculia and Dyslexia, A Large-Scale Study of Specific Learning Disabilities Among Chinese Children (2021)
  • Validation of Fitbit for use in Objective Measurement of Physical Activity and Sleep in Children and Adults (2014)
  • Do Experienced Principals Fare Better? Estimates of Principal Value-Added (2014)
  • Beyond the Test Score Gap: Non-Cognitive Skills, High School Graduation, and Post-Secondary Employment (2012)
  • The Impact of the Level of Native Language Proficiency on the Literacy Achievement of English Language Leisures (2012)
  • The Effect of School Building Design on Student Achievement (2011)
  • Measuring Universal Primary Education Using Household Survey Data: The Case of the Millennium Villages Project (2011)
  • An Additional Burden for Urban Schools: Teacher Transfer Policies and School Performance (2011)
  • Evaluating Dual Enrollment Programs: Do Location and Instructor Matter? (2010)
  • A Multi-level Growth-curve Analysis of the Association between Student Body Composition and English Literacy Development among Language Minority Students in New York City Public Schools (2010)
  • Methods Supporting Policies in Education Reform (2010)
  • Have Inclusionary Policies in Higher Education Really Helped?:  Looking at College Accessibility and the College-wage Premium, 1962-2007 (2010)
  • NCLB and Curriculum Standards: What Really Impacts Teachers' Decisions to Leave the Profession? (2010)
  • Exploring the Relationship between Video Games and Academic Achievement via Cross-sectional and Longitudinal Analyses (2009)
  • Racial Disparities in Collegiate Cognitive Gains: A Multi-level Analysis of Institutional Influences on Learning and its Equitable Distribution (2009)
  • Hoping for Higher Ed: The Differential Effects of Parental Expectations of Education Attainment (2009)
  • The Impact of Family Communication on Risk Behavior among Boston Public High School Students (2009)
  • Path Towards an Attainable Future: The Effect of College Access Programs on High School Dropout (2009)
  • Traditional vs. Non-traditional College Students and Future Job Satisfaction: A Statistical Approach (2008) 
  • A Multi-level Analysis of Student Assignment to Out-of-field and Uncertified High School Math Teachers: Implications for Educational Equity and Access (2008)
  • The Impact of Obesity on Education (2005)
  • The Gender Gap in Standardized Math Tests: Do the Gender Gaps in Math Self-concept and Other Affective Variables Contribute to the Gender Gap in Scores? (2004)
  • An Alternative Approach to Selection Bias in School Choice: Using Propensity Score Matching to Examine School Sector and Teacher Quality Impact on Educational Outcomes (2003)

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How to Contact Faculty for IW/Thesis Advising

Send the professor an e-mail. When you write a professor, be clear that you want a meeting regarding a senior thesis or one-on-one IW project, and briefly describe the topic or idea that you want to work on. Check the faculty listing for email addresses.

Parastoo Abtahi, Room 419

Available for single-semester IW and senior thesis advising, 2024-2025

  • Research Areas: Human-Computer Interaction (HCI), Augmented Reality (AR), and Spatial Computing
  • Input techniques for on-the-go interaction (e.g., eye-gaze, microgestures, voice) with a focus on uncertainty, disambiguation, and privacy.
  • Minimal and timely multisensory output (e.g., spatial audio, haptics) that enables users to attend to their physical environment and the people around them, instead of a 2D screen.
  • Interaction with intelligent systems (e.g., IoT, robots) situated in physical spaces with a focus on updating users’ mental model despite the complexity and dynamicity of these systems.

Ryan Adams, Room 411

Research areas:

  • Machine learning driven design
  • Generative models for structured discrete objects
  • Approximate inference in probabilistic models
  • Accelerating solutions to partial differential equations
  • Innovative uses of automatic differentiation
  • Modeling and optimizing 3d printing and CNC machining

Andrew Appel, Room 209

Available for Fall 2024 IW advising, only

  • Research Areas: Formal methods, programming languages, compilers, computer security.
  • Software verification (for which taking COS 326 / COS 510 is helpful preparation)
  • Game theory of poker or other games (for which COS 217 / 226 are helpful)
  • Computer game-playing programs (for which COS 217 / 226)
  •  Risk-limiting audits of elections (for which ORF 245 or other knowledge of probability is useful)

Sanjeev Arora, Room 407

  • Theoretical machine learning, deep learning and its analysis, natural language processing. My advisees would typically have taken a course in algorithms (COS423 or COS 521 or equivalent) and a course in machine learning.
  • Show that finding approximate solutions to NP-complete problems is also NP-complete (i.e., come up with NP-completeness reductions a la COS 487). 
  • Experimental Algorithms: Implementing and Evaluating Algorithms using existing software packages. 
  • Studying/designing provable algorithms for machine learning and implementions using packages like scipy and MATLAB, including applications in Natural language processing and deep learning.
  • Any topic in theoretical computer science.

David August, Room 221

Not available for IW or thesis advising, 2024-2025

  • Research Areas: Computer Architecture, Compilers, Parallelism
  • Containment-based approaches to security:  We have designed and tested a simple hardware+software containment mechanism that stops incorrect communication resulting from faults, bugs, or exploits from leaving the system.   Let's explore ways to use containment to solve real problems.  Expect to work with corporate security and technology decision-makers.
  • Parallelism: Studies show much more parallelism than is currently realized in compilers and architectures.  Let's find ways to realize this parallelism.
  • Any other interesting topic in computer architecture or compilers. 

Mark Braverman, 194 Nassau St., Room 231

  • Research Areas: computational complexity, algorithms, applied probability, computability over the real numbers, game theory and mechanism design, information theory.
  • Topics in computational and communication complexity.
  • Applications of information theory in complexity theory.
  • Algorithms for problems under real-life assumptions.
  • Game theory, network effects
  • Mechanism design (could be on a problem proposed by the student)

Sebastian Caldas, 221 Nassau Street, Room 105

  • Research Areas: collaborative learning, machine learning for healthcare. Typically, I will work with students that have taken COS324.
  • Methods for collaborative and continual learning.
  • Machine learning for healthcare applications.

Bernard Chazelle, 194 Nassau St., Room 301

  • Research Areas: Natural Algorithms, Computational Geometry, Sublinear Algorithms. 
  • Natural algorithms (flocking, swarming, social networks, etc).
  • Sublinear algorithms
  • Self-improving algorithms
  • Markov data structures

Danqi Chen, Room 412

  • My advisees would be expected to have taken a course in machine learning and ideally have taken COS484 or an NLP graduate seminar.
  • Representation learning for text and knowledge bases
  • Pre-training and transfer learning
  • Question answering and reading comprehension
  • Information extraction
  • Text summarization
  • Any other interesting topics related to natural language understanding/generation

Marcel Dall'Agnol, Corwin 034

  • Research Areas: Theoretical computer science. (Specifically, quantum computation, sublinear algorithms, complexity theory, interactive proofs and cryptography)
  • Research Areas: Machine learning

Jia Deng, Room 423

  •  Research Areas: Computer Vision, Machine Learning.
  • Object recognition and action recognition
  • Deep Learning, autoML, meta-learning
  • Geometric reasoning, logical reasoning

Adji Bousso Dieng, Room 406

  • Research areas: Vertaix is a research lab at Princeton University led by Professor Adji Bousso Dieng. We work at the intersection of artificial intelligence (AI) and the natural sciences. The models and algorithms we develop are motivated by problems in those domains and contribute to advancing methodological research in AI. We leverage tools in statistical machine learning and deep learning in developing methods for learning with the data, of various modalities, arising from the natural sciences.

Robert Dondero, Corwin Hall, Room 038

  • Research Areas:  Software engineering; software engineering education.
  • Develop or evaluate tools to facilitate student learning in undergraduate computer science courses at Princeton, and beyond.
  • In particular, can code critiquing tools help students learn about software quality?

Zeev Dvir, 194 Nassau St., Room 250

  • Research Areas: computational complexity, pseudo-randomness, coding theory and discrete mathematics.
  • Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. A project could also be based on writing a survey paper describing results from a few theory papers revolving around some particular subject.

Benjamin Eysenbach, Room 416

  • Research areas: reinforcement learning, machine learning. My advisees would typically have taken COS324.
  • Using RL algorithms to applications in science and engineering.
  • Emergent behavior of RL algorithms on high-fidelity robotic simulators.
  • Studying how architectures and representations can facilitate generalization.

Christiane Fellbaum, 1-S-14 Green

  • Research Areas: theoretical and computational linguistics, word sense disambiguation, lexical resource construction, English and multilingual WordNet(s), ontology
  • Anything having to do with natural language--come and see me with/for ideas suitable to your background and interests. Some topics students have worked on in the past:
  • Developing parsers, part-of-speech taggers, morphological analyzers for underrepresented languages (you don't have to know the language to develop such tools!)
  • Quantitative approaches to theoretical linguistics questions
  • Extensions and interfaces for WordNet (English and WN in other languages),
  • Applications of WordNet(s), including:
  • Foreign language tutoring systems,
  • Spelling correction software,
  • Word-finding/suggestion software for ordinary users and people with memory problems,
  • Machine Translation 
  • Sentiment and Opinion detection
  • Automatic reasoning and inferencing
  • Collaboration with professors in the social sciences and humanities ("Digital Humanities")

Adam Finkelstein, Room 424 

  • Research Areas: computer graphics, audio.

Robert S. Fish, Corwin Hall, Room 037

  • Networking and telecommunications
  • Learning, perception, and intelligence, artificial and otherwise;
  • Human-computer interaction and computer-supported cooperative work
  • Online education, especially in Computer Science Education
  • Topics in research and development innovation methodologies including standards, open-source, and entrepreneurship
  • Distributed autonomous organizations and related blockchain technologies

Michael Freedman, Room 308 

  • Research Areas: Distributed systems, security, networking
  • Projects related to streaming data analysis, datacenter systems and networks, untrusted cloud storage and applications. Please see my group website at http://sns.cs.princeton.edu/ for current research projects.

Ruth Fong, Room 032

  • Research Areas: computer vision, machine learning, deep learning, interpretability, explainable AI, fairness and bias in AI
  • Develop a technique for understanding AI models
  • Design a AI model that is interpretable by design
  • Build a paradigm for detecting and/or correcting failure points in an AI model
  • Analyze an existing AI model and/or dataset to better understand its failure points
  • Build a computer vision system for another domain (e.g., medical imaging, satellite data, etc.)
  • Develop a software package for explainable AI
  • Adapt explainable AI research to a consumer-facing problem

Note: I am happy to advise any project if there's a sufficient overlap in interest and/or expertise; please reach out via email to chat about project ideas.

Tom Griffiths, Room 405

Available for Fall 2024 single-semester IW advising, only

Research areas: computational cognitive science, computational social science, machine learning and artificial intelligence

Note: I am open to projects that apply ideas from computer science to understanding aspects of human cognition in a wide range of areas, from decision-making to cultural evolution and everything in between. For example, we have current projects analyzing chess game data and magic tricks, both of which give us clues about how human minds work. Students who have expertise or access to data related to games, magic, strategic sports like fencing, or other quantifiable domains of human behavior feel free to get in touch.

Aarti Gupta, Room 220

  • Research Areas: Formal methods, program analysis, logic decision procedures
  • Finding bugs in open source software using automatic verification tools
  • Software verification (program analysis, model checking, test generation)
  • Decision procedures for logical reasoning (SAT solvers, SMT solvers)

Elad Hazan, Room 409  

  • Research interests: machine learning methods and algorithms, efficient methods for mathematical optimization, regret minimization in games, reinforcement learning, control theory and practice
  • Machine learning, efficient methods for mathematical optimization, statistical and computational learning theory, regret minimization in games.
  • Implementation and algorithm engineering for control, reinforcement learning and robotics
  • Implementation and algorithm engineering for time series prediction

Felix Heide, Room 410

  • Research Areas: Computational Imaging, Computer Vision, Machine Learning (focus on Optimization and Approximate Inference).
  • Optical Neural Networks
  • Hardware-in-the-loop Holography
  • Zero-shot and Simulation-only Learning
  • Object recognition in extreme conditions
  • 3D Scene Representations for View Generation and Inverse Problems
  • Long-range Imaging in Scattering Media
  • Hardware-in-the-loop Illumination and Sensor Optimization
  • Inverse Lidar Design
  • Phase Retrieval Algorithms
  • Proximal Algorithms for Learning and Inference
  • Domain-Specific Language for Optics Design

Peter Henderson , 302 Sherrerd Hall

  • Research Areas: Machine learning, law, and policy

Kyle Jamieson, Room 306

  • Research areas: Wireless and mobile networking; indoor radar and indoor localization; Internet of Things
  • See other topics on my independent work  ideas page  (campus IP and CS dept. login req'd)

Alan Kaplan, 221 Nassau Street, Room 105

Research Areas:

  • Random apps of kindness - mobile application/technology frameworks used to help individuals or communities; topic areas include, but are not limited to: first response, accessibility, environment, sustainability, social activism, civic computing, tele-health, remote learning, crowdsourcing, etc.
  • Tools automating programming language interoperability - Java/C++, React Native/Java, etc.
  • Software visualization tools for education
  • Connected consumer devices, applications and protocols

Brian Kernighan, Room 311

  • Research Areas: application-specific languages, document preparation, user interfaces, software tools, programming methodology
  • Application-oriented languages, scripting languages.
  • Tools; user interfaces
  • Digital humanities

Zachary Kincaid, Room 219

  • Research areas: programming languages, program analysis, program verification, automated reasoning
  • Independent Research Topics:
  • Develop a practical algorithm for an intractable problem (e.g., by developing practical search heuristics, or by reducing to, or by identifying a tractable sub-problem, ...).
  • Design a domain-specific programming language, or prototype a new feature for an existing language.
  • Any interesting project related to programming languages or logic.

Gillat Kol, Room 316

Aleksandra korolova, 309 sherrerd hall.

  • Research areas: Societal impacts of algorithms and AI; privacy; fair and privacy-preserving machine learning; algorithm auditing.

Advisees typically have taken one or more of COS 226, COS 324, COS 423, COS 424 or COS 445.

Pravesh Kothari, Room 320

  • Research areas: Theory

Amit Levy, Room 307

  • Research Areas: Operating Systems, Distributed Systems, Embedded Systems, Internet of Things
  • Distributed hardware testing infrastructure
  • Second factor security tokens
  • Low-power wireless network protocol implementation
  • USB device driver implementation

Kai Li, Room 321

  • Research Areas: Distributed systems; storage systems; content-based search and data analysis of large datasets.
  • Fast communication mechanisms for heterogeneous clusters.
  • Approximate nearest-neighbor search for high dimensional data.
  • Data analysis and prediction of in-patient medical data.
  • Optimized implementation of classification algorithms on manycore processors.

Xiaoyan Li, 221 Nassau Street, Room 104

  • Research areas: Information retrieval, novelty detection, question answering, AI, machine learning and data analysis.
  • Explore new statistical retrieval models for document retrieval and question answering.
  • Apply AI in various fields.
  • Apply supervised or unsupervised learning in health, education, finance, and social networks, etc.
  • Any interesting project related to AI, machine learning, and data analysis.

Lydia Liu, Room 414

  • Research Areas: algorithmic decision making, machine learning and society
  • Theoretical foundations for algorithmic decision making (e.g. mathematical modeling of data-driven decision processes, societal level dynamics)
  • Societal impacts of algorithms and AI through a socio-technical lens (e.g. normative implications of worst case ML metrics, prediction and model arbitrariness)
  • Machine learning for social impact domains, especially education (e.g. responsible development and use of LLMs for education equity and access)
  • Evaluation of human-AI decision making using statistical methods (e.g. causal inference of long term impact)

Wyatt Lloyd, Room 323

  • Research areas: Distributed Systems
  • Caching algorithms and implementations
  • Storage systems
  • Distributed transaction algorithms and implementations

Alex Lombardi , Room 312

  • Research Areas: Theory

Margaret Martonosi, Room 208

  • Quantum Computing research, particularly related to architecture and compiler issues for QC.
  • Computer architectures specialized for modern workloads (e.g., graph analytics, machine learning algorithms, mobile applications
  • Investigating security and privacy vulnerabilities in computer systems, particularly IoT devices.
  • Other topics in computer architecture or mobile / IoT systems also possible.

Jonathan Mayer, Sherrerd Hall, Room 307 

Available for Spring 2025 single-semester IW, only

  • Research areas: Technology law and policy, with emphasis on national security, criminal procedure, consumer privacy, network management, and online speech.
  • Assessing the effects of government policies, both in the public and private sectors.
  • Collecting new data that relates to government decision making, including surveying current business practices and studying user behavior.
  • Developing new tools to improve government processes and offer policy alternatives.

Mae Milano, Room 307

  • Local-first / peer-to-peer systems
  • Wide-ares storage systems
  • Consistency and protocol design
  • Type-safe concurrency
  • Language design
  • Gradual typing
  • Domain-specific languages
  • Languages for distributed systems

Andrés Monroy-Hernández, Room 405

  • Research Areas: Human-Computer Interaction, Social Computing, Public-Interest Technology, Augmented Reality, Urban Computing
  • Research interests:developing public-interest socio-technical systems.  We are currently creating alternatives to gig work platforms that are more equitable for all stakeholders. For instance, we are investigating the socio-technical affordances necessary to support a co-op food delivery network owned and managed by workers and restaurants. We are exploring novel system designs that support self-governance, decentralized/federated models, community-centered data ownership, and portable reputation systems.  We have opportunities for students interested in human-centered computing, UI/UX design, full-stack software development, and qualitative/quantitative user research.
  • Beyond our core projects, we are open to working on research projects that explore the use of emerging technologies, such as AR, wearables, NFTs, and DAOs, for creative and out-of-the-box applications.

Christopher Moretti, Corwin Hall, Room 036

  • Research areas: Distributed systems, high-throughput computing, computer science/engineering education
  • Expansion, improvement, and evaluation of open-source distributed computing software.
  • Applications of distributed computing for "big science" (e.g. biometrics, data mining, bioinformatics)
  • Software and best practices for computer science education and study, especially Princeton's 126/217/226 sequence or MOOCs development
  • Sports analytics and/or crowd-sourced computing

Radhika Nagpal, F316 Engineering Quadrangle

  • Research areas: control, robotics and dynamical systems

Karthik Narasimhan, Room 422

  • Research areas: Natural Language Processing, Reinforcement Learning
  • Autonomous agents for text-based games ( https://www.microsoft.com/en-us/research/project/textworld/ )
  • Transfer learning/generalization in NLP
  • Techniques for generating natural language
  • Model-based reinforcement learning

Arvind Narayanan, 308 Sherrerd Hall 

Research Areas: fair machine learning (and AI ethics more broadly), the social impact of algorithmic systems, tech policy

Pedro Paredes, Corwin Hall, Room 041

My primary research work is in Theoretical Computer Science.

 * Research Interest: Spectral Graph theory, Pseudorandomness, Complexity theory, Coding Theory, Quantum Information Theory, Combinatorics.

The IW projects I am interested in advising can be divided into three categories:

 1. Theoretical research

I am open to advise work on research projects in any topic in one of my research areas of interest. A project could also be based on writing a survey given results from a few papers. Students should have a solid background in math (e.g., elementary combinatorics, graph theory, discrete probability, basic algebra/calculus) and theoretical computer science (226 and 240 material, like big-O/Omega/Theta, basic complexity theory, basic fundamental algorithms). Mathematical maturity is a must.

A (non exhaustive) list of topics of projects I'm interested in:   * Explicit constructions of better vertex expanders and/or unique neighbor expanders.   * Construction deterministic or random high dimensional expanders.   * Pseudorandom generators for different problems.   * Topics around the quantum PCP conjecture.   * Topics around quantum error correcting codes and locally testable codes, including constructions, encoding and decoding algorithms.

 2. Theory informed practical implementations of algorithms   Very often the great advances in theoretical research are either not tested in practice or not even feasible to be implemented in practice. Thus, I am interested in any project that consists in trying to make theoretical ideas applicable in practice. This includes coming up with new algorithms that trade some theoretical guarantees for feasible implementation yet trying to retain the soul of the original idea; implementing new algorithms in a suitable programming language; and empirically testing practical implementations and comparing them with benchmarks / theoretical expectations. A project in this area doesn't have to be in my main areas of research, any theoretical result could be suitable for such a project.

Some examples of areas of interest:   * Streaming algorithms.   * Numeric linear algebra.   * Property testing.   * Parallel / Distributed algorithms.   * Online algorithms.    3. Machine learning with a theoretical foundation

I am interested in projects in machine learning that have some mathematical/theoretical, even if most of the project is applied. This includes topics like mathematical optimization, statistical learning, fairness and privacy.

One particular area I have been recently interested in is in the area of rating systems (e.g., Chess elo) and applications of this to experts problems.

Final Note: I am also willing to advise any project with any mathematical/theoretical component, even if it's not the main one; please reach out via email to chat about project ideas.

Iasonas Petras, Corwin Hall, Room 033

  • Research Areas: Information Based Complexity, Numerical Analysis, Quantum Computation.
  • Prerequisites: Reasonable mathematical maturity. In case of a project related to Quantum Computation a certain familiarity with quantum mechanics is required (related courses: ELE 396/PHY 208).
  • Possible research topics include:

1.   Quantum algorithms and circuits:

  • i. Design or simulation quantum circuits implementing quantum algorithms.
  • ii. Design of quantum algorithms solving/approximating continuous problems (such as Eigenvalue problems for Partial Differential Equations).

2.   Information Based Complexity:

  • i. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems in various settings (for example worst case or average case). 
  • ii. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems under new tractability and error criteria.
  • iii. Necessary and sufficient conditions for tractability of Weighted problems.
  • iv. Necessary and sufficient conditions for tractability of Weighted Problems under new tractability and error criteria.

3. Topics in Scientific Computation:

  • i. Randomness, Pseudorandomness, MC and QMC methods and their applications (Finance, etc)

Yuri Pritykin, 245 Carl Icahn Lab

  • Research interests: Computational biology; Cancer immunology; Regulation of gene expression; Functional genomics; Single-cell technologies.
  • Potential research projects: Development, implementation, assessment and/or application of algorithms for analysis, integration, interpretation and visualization of multi-dimensional data in molecular biology, particularly single-cell and spatial genomics data.

Benjamin Raphael, Room 309  

  • Research interests: Computational biology and bioinformatics; Cancer genomics; Algorithms and machine learning approaches for analysis of large-scale datasets
  • Implementation and application of algorithms to infer evolutionary processes in cancer
  • Identifying correlations between combinations of genomic mutations in human and cancer genomes
  • Design and implementation of algorithms for genome sequencing from new DNA sequencing technologies
  • Graph clustering and network anomaly detection, particularly using diffusion processes and methods from spectral graph theory

Vikram Ramaswamy, 035 Corwin Hall

  • Research areas: Interpretability of AI systems, Fairness in AI systems, Computer vision.
  • Constructing a new method to explain a model / create an interpretable by design model
  • Analyzing a current model / dataset to understand bias within the model/dataset
  • Proposing new fairness evaluations
  • Proposing new methods to train to improve fairness
  • Developing synthetic datasets for fairness / interpretability benchmarks
  • Understanding robustness of models

Ran Raz, Room 240

  • Research Area: Computational Complexity
  • Independent Research Topics: Computational Complexity, Information Theory, Quantum Computation, Theoretical Computer Science

Szymon Rusinkiewicz, Room 406

  • Research Areas: computer graphics; computer vision; 3D scanning; 3D printing; robotics; documentation and visualization of cultural heritage artifacts
  • Research ways of incorporating rotation invariance into computer visiontasks such as feature matching and classification
  • Investigate approaches to robust 3D scan matching
  • Model and compensate for imperfections in 3D printing
  • Given a collection of small mobile robots, apply control policies learned in simulation to the real robots.

Olga Russakovsky, Room 408

  • Research Areas: computer vision, machine learning, deep learning, crowdsourcing, fairness&bias in AI
  • Design a semantic segmentation deep learning model that can operate in a zero-shot setting (i.e., recognize and segment objects not seen during training)
  • Develop a deep learning classifier that is impervious to protected attributes (such as gender or race) that may be erroneously correlated with target classes
  • Build a computer vision system for the novel task of inferring what object (or part of an object) a human is referring to when pointing to a single pixel in the image. This includes both collecting an appropriate dataset using crowdsourcing on Amazon Mechanical Turk, creating a new deep learning formulation for this task, and running extensive analysis of both the data and the model

Sebastian Seung, Princeton Neuroscience Institute, Room 153

  • Research Areas: computational neuroscience, connectomics, "deep learning" neural networks, social computing, crowdsourcing, citizen science
  • Gamification of neuroscience (EyeWire  2.0)
  • Semantic segmentation and object detection in brain images from microscopy
  • Computational analysis of brain structure and function
  • Neural network theories of brain function

Jaswinder Pal Singh, Room 324

  • Research Areas: Boundary of technology and business/applications; building and scaling technology companies with special focus at that boundary; parallel computing systems and applications: parallel and distributed applications and their implications for software and architectural design; system software and programming environments for multiprocessors.
  • Develop a startup company idea, and build a plan/prototype for it.
  • Explore tradeoffs at the boundary of technology/product and business/applications in a chosen area.
  • Study and develop methods to infer insights from data in different application areas, from science to search to finance to others. 
  • Design and implement a parallel application. Possible areas include graphics, compression, biology, among many others. Analyze performance bottlenecks using existing tools, and compare programming models/languages.
  • Design and implement a scalable distributed algorithm.

Mona Singh, Room 420

  • Research Areas: computational molecular biology, as well as its interface with machine learning and algorithms.
  • Whole and cross-genome methods for predicting protein function and protein-protein interactions.
  • Analysis and prediction of biological networks.
  • Computational methods for inferring specific aspects of protein structure from protein sequence data.
  • Any other interesting project in computational molecular biology.

Robert Tarjan, 194 Nassau St., Room 308

  • Research Areas: Data structures; graph algorithms; combinatorial optimization; computational complexity; computational geometry; parallel algorithms.
  • Implement one or more data structures or combinatorial algorithms to provide insight into their empirical behavior.
  • Design and/or analyze various data structures and combinatorial algorithms.

Olga Troyanskaya, Room 320

  • Research Areas: Bioinformatics; analysis of large-scale biological data sets (genomics, gene expression, proteomics, biological networks); algorithms for integration of data from multiple data sources; visualization of biological data; machine learning methods in bioinformatics.
  • Implement and evaluate one or more gene expression analysis algorithm.
  • Develop algorithms for assessment of performance of genomic analysis methods.
  • Develop, implement, and evaluate visualization tools for heterogeneous biological data.

David Walker, Room 211

  • Research Areas: Programming languages, type systems, compilers, domain-specific languages, software-defined networking and security
  • Independent Research Topics:  Any other interesting project that involves humanitarian hacking, functional programming, domain-specific programming languages, type systems, compilers, software-defined networking, fault tolerance, language-based security, theorem proving, logic or logical frameworks.

Shengyi Wang, Postdoctoral Research Associate, Room 216

Available for Fall 2024 single-semester IW, only

  • Independent Research topics: Explore Escher-style tilings using (introductory) group theory and automata theory to produce beautiful pictures.

Kevin Wayne, Corwin Hall, Room 040

  • Research Areas: design, analysis, and implementation of algorithms; data structures; combinatorial optimization; graphs and networks.
  • Design and implement computer visualizations of algorithms or data structures.
  • Develop pedagogical tools or programming assignments for the computer science curriculum at Princeton and beyond.
  • Develop assessment infrastructure and assessments for MOOCs.

Matt Weinberg, 194 Nassau St., Room 222

  • Research Areas: algorithms, algorithmic game theory, mechanism design, game theoretical problems in {Bitcoin, networking, healthcare}.
  • Theoretical questions related to COS 445 topics such as matching theory, voting theory, auction design, etc. 
  • Theoretical questions related to incentives in applications like Bitcoin, the Internet, health care, etc. In a little bit more detail: protocols for these systems are often designed assuming that users will follow them. But often, users will actually be strictly happier to deviate from the intended protocol. How should we reason about user behavior in these protocols? How should we design protocols in these settings?

Huacheng Yu, Room 310

  • data structures
  • streaming algorithms
  • design and analyze data structures / streaming algorithms
  • prove impossibility results (lower bounds)
  • implement and evaluate data structures / streaming algorithms

Ellen Zhong, Room 314

Opportunities outside the department.

We encourage students to look in to doing interdisciplinary computer science research and to work with professors in departments other than computer science.  However, every CS independent work project must have a strong computer science element (even if it has other scientific or artistic elements as well.)  To do a project with an adviser outside of computer science you must have permission of the department.  This can be accomplished by having a second co-adviser within the computer science department or by contacting the independent work supervisor about the project and having he or she sign the independent work proposal form.

Here is a list of professors outside the computer science department who are eager to work with computer science undergraduates.

Maria Apostolaki, Engineering Quadrangle, C330

  • Research areas: Computing & Networking, Data & Information Science, Security & Privacy

Branko Glisic, Engineering Quadrangle, Room E330

  • Documentation of historic structures
  • Cyber physical systems for structural health monitoring
  • Developing virtual and augmented reality applications for documenting structures
  • Applying machine learning techniques to generate 3D models from 2D plans of buildings
  •  Contact : Rebecca Napolitano, rkn2 (@princeton.edu)

Mihir Kshirsagar, Sherrerd Hall, Room 315

Center for Information Technology Policy.

  • Consumer protection
  • Content regulation
  • Competition law
  • Economic development
  • Surveillance and discrimination

Sharad Malik, Engineering Quadrangle, Room B224

Select a Senior Thesis Adviser for the 2020-21 Academic Year.

  • Design of reliable hardware systems
  • Verifying complex software and hardware systems

Prateek Mittal, Engineering Quadrangle, Room B236

  • Internet security and privacy 
  • Social Networks
  • Privacy technologies, anonymous communication
  • Network Science
  • Internet security and privacy: The insecurity of Internet protocols and services threatens the safety of our critical network infrastructure and billions of end users. How can we defend end users as well as our critical network infrastructure from attacks?
  • Trustworthy social systems: Online social networks (OSNs) such as Facebook, Google+, and Twitter have revolutionized the way our society communicates. How can we leverage social connections between users to design the next generation of communication systems?
  • Privacy Technologies: Privacy on the Internet is eroding rapidly, with businesses and governments mining sensitive user information. How can we protect the privacy of our online communications? The Tor project (https://www.torproject.org/) is a potential application of interest.

Ken Norman,  Psychology Dept, PNI 137

  • Research Areas: Memory, the brain and computation 
  • Lab:  Princeton Computational Memory Lab

Potential research topics

  • Methods for decoding cognitive state information from neuroimaging data (fMRI and EEG) 
  • Neural network simulations of learning and memory

Caroline Savage

Office of Sustainability, Phone:(609)258-7513, Email: cs35 (@princeton.edu)

The  Campus as Lab  program supports students using the Princeton campus as a living laboratory to solve sustainability challenges. The Office of Sustainability has created a list of campus as lab research questions, filterable by discipline and topic, on its  website .

An example from Computer Science could include using  TigerEnergy , a platform which provides real-time data on campus energy generation and consumption, to study one of the many energy systems or buildings on campus. Three CS students used TigerEnergy to create a  live energy heatmap of campus .

Other potential projects include:

  • Apply game theory to sustainability challenges
  • Develop a tool to help visualize interactions between complex campus systems, e.g. energy and water use, transportation and storm water runoff, purchasing and waste, etc.
  • How can we learn (in aggregate) about individuals’ waste, energy, transportation, and other behaviors without impinging on privacy?

Janet Vertesi, Sociology Dept, Wallace Hall, Room 122

  • Research areas: Sociology of technology; Human-computer interaction; Ubiquitous computing.
  • Possible projects: At the intersection of computer science and social science, my students have built mixed reality games, produced artistic and interactive installations, and studied mixed human-robot teams, among other projects.

David Wentzlaff, Engineering Quadrangle, Room 228

Computing, Operating Systems, Sustainable Computing.

  • Instrument Princeton's Green (HPCRC) data center
  • Investigate power utilization on an processor core implemented in an FPGA
  • Dismantle and document all of the components in modern electronics. Invent new ways to build computers that can be recycled easier.
  • Other topics in parallel computer architecture or operating systems

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The Savvy Scientist

The Savvy Scientist

Experiences of a London PhD student and beyond

Thesis Title: Examples and Suggestions from a PhD Grad

Graphic of a researcher writing, perhaps a thesis title

When you’re faced with writing up a thesis, choosing a title can often fall to the bottom of the priority list. After all, it’s only a few words. How hard can it be?!

In the grand scheme of things I agree that picking your thesis title shouldn’t warrant that much thought, however my own choice is one of the few regrets I have from my PhD . I therefore think there is value in spending some time considering the options available.

In this post I’ll guide you through how to write your own thesis title and share real-world examples. Although my focus is on the PhD thesis, I’ve also included plenty of thesis title examples for bachelor’s and master’s research projects too.

Hopefully by the end of the post you’ll feel ready to start crafting your own!

Why your thesis title is at least somewhat important

It sounds obvious but your thesis title is the first, and often only, interaction people will have with your thesis. For instance, hiring managers for jobs that you may wish to apply for in the future. Therefore you want to give a good sense of what your research involved from the title.

Many people will list the title of their thesis on their CV, at least for a while after graduating. All of the example titles I’ve shared below came from my repository of academic CVs . I’d say roughly 30% of all the academics on that page list their thesis title, which includes academics all the way up to full professor.

Your thesis title could therefore feature on your CV for your whole career, so it is probably worth a bit of thought!

My suggestions for choosing a good thesis title

  • Make it descriptive of the research so it’s immediately obvious what it is about! Most universities will publish student theses online ( here’s mine! ) and they’re indexed so can be found via Google Scholar etc. Therefore give your thesis a descriptive title so that interested researchers can find it in the future.
  • Don’t get lost in the detail . You want a descriptive title but avoid overly lengthy descriptions of experiments. Unless a certain analytical technique etc was central to your research, I’d suggest by default* to avoid having it in your title. Including certain techniques will make your title, and therefore research, look overly dated, which isn’t ideal for potential job applications after you graduate.
  • The title should tie together the chapters of your thesis. A well-phrased title can do a good job of summarising the overall story of your thesis. Think about each of your research chapters and ensure that the title makes sense for each of them.
  • Be strategic . Certain parts of your work you want to emphasise? Consider making them more prominent in your title. For instance, if you know you want to pivot to a slightly different research area or career path after your PhD, there may be alternative phrasings which describe your work just as well but could be better understood by those in the field you’re moving into. I utilised this a bit in my own title which we’ll come onto shortly.
  • Do your own thing. Having just laid out some suggestions, do make sure you’re personally happy with the title. You get a lot of freedom to choose your title, so use it however you fancy. For example, I’ve known people to use puns in their title, so if that’s what you’re into don’t feel overly constrained.

*This doesn’t always hold true and certainly don’t take my advice if 1) listing something in your title could be a strategic move 2) you love the technique so much that you’re desperate to include it!

Thesis title examples

To help give you some ideas, here are some example thesis titles from Bachelors, Masters and PhD graduates. These all came from the academic CVs listed in my repository here .

Bachelor’s thesis title examples

Hysteresis and Avalanches Paul Jager , 2014 – Medical Imaging – DKFZ Head of ML Research Group –  direct link to Paul’s machine learning academic CV

The bioenergetics of a marine ciliate, Mesodinium rubrum Holly Moeller , 2008 – Ecology & Marine Biology – UC Santa Barbara Assistant Professor –  direct link to Holly’s marine biology academic CV

Functional syntactic analysis of prepositional and causal constructions for a grammatical parser of Russian Ekaterina Kochmar , 2008 – Computer Science – University of Bath Lecturer Assistant Prof –  direct link to Ekaterina’s computer science academic CV

Master’s thesis title examples

Creation of an autonomous impulse response measurement system for rooms and transducers with different methods Guy-Bart Stan , 2000 – Bioengineering – Imperial Professor –  direct link to Guy-Bart’s bioengineering academic CV

Segmentation of Nerve Bundles and Ganglia in Spine MRI using Particle Filters Adrian Vasile Dalca , 2012 – Machine Learning for healthcare – Harvard Assistant Professor & MIT Research Scientist –  direct link to Adrian’s machine learning academic CV

The detection of oil under ice by remote mode conversion of ultrasound Eric Yeatman , 1986 – Electronics – Imperial Professor and Head of Department –  direct link to Eric’s electronics academic CV

Ensemble-Based Learning for Morphological Analysis of German Ekaterina Kochmar , 2010 – Computer Science – University of Bath Lecturer Assistant Prof –  direct link to Ekaterina’s computer science academic CV

VARiD: A Variation Detection Framework for Color-Space and Letter-Space Platforms Adrian Vasile Dalca , 2010 – Machine Learning for healthcare – Harvard Assistant Professor & MIT Research Scientist –  direct link to Adrian’s machine learning academic CV

Identification of a Writer’s Native Language by Error Analysis Ekaterina Kochmar , 2011 – Computer Science – University of Bath Lecturer Assistant Prof –  direct link to Ekaterina’s computer science academic CV

On the economic optimality of marine reserves when fishing damages habitat Holly Moeller , 2010 – Ecology & Marine Biology – UC Santa Barbara Assistant Professor –  direct link to Holly’s marine biology academic CV

Sensitivity Studies for the Time-Dependent CP Violation Measurement in B 0 → K S K S K S at the Belle II-Experiment Paul Jager , 2016 – Medical Imaging – DKFZ Head of ML Research Group –  direct link to Paul’s machine learning academic CV

PhD thesis title examples

Spatio-temporal analysis of three-dimensional real-time ultrasound for quantification of ventricular function Esla Angelini  – Medicine – Imperial Senior Data Scientist –  direct link to Elsa’s medicine academic CV

The role and maintenance of diversity in a multi-partner mutualism: Trees and Ectomycorrhizal Fungi Holly Moeller , 2015 – Ecology & Marine Biology – UC Santa Barbara Assistant Professor –  direct link to Holly’s marine biology academic CV

Bayesian Gaussian processes for sequential prediction, optimisation and quadrature Michael Osborne , 2010 – Machine Learning – Oxford Full Professor –  direct link to Michael’s machine learning academic CV

Global analysis and synthesis of oscillations: a dissipativity approach Guy-Bart Stan , 2005 – Bioengineering – Imperial Professor –  direct link to Guy-Bart’s bioengineering academic CV

Coarse-grained modelling of DNA and DNA self-assembly Thomas Ouldridge , 2011– Bioengineering – Imperial College London Senior Lecturer / Associate Prof –  direct link to Thomas’ bioengineering academic CV

4D tomographic image reconstruction and parametric maps estimation: a model-based strategy for algorithm design using Bayesian inference in Probabilistic Graphical Models (PGM) Michele Scipioni , 2018– Biomedical Engineer – Harvard Postdoctoral Research Fellow –  direct link to Michele’s biomedical engineer academic CV

Error Detection in Content Word Combinations Ekaterina Kochmar , 2016 – Computer Science – University of Bath Lecturer Assistant Prof –  direct link to Ekaterina’s computer science academic CV

Genetic, Clinical and Population Priors for Brain Images Adrian Vasile Dalca , 2016 – Machine Learning for healthcare – Harvard Assistant Professor & MIT Research Scientist –  direct link to Adrian’s machine learning academic CV

Challenges and Opportunities of End-to-End Learning in Medical Image Classification Paul Jager , 2020 – Medical Imaging – DKFZ Head of ML Research Group –  direct link to Paul’s machine learning academic CV

K 2 NiF 4  materials as cathodes for intermediate temperature solid oxide fuel cells Ainara Aguadero , 2006 – Materials Science – Imperial Reader –  direct link to Ainara’s materials science academic CV

Applications of surface plasmons – microscopy and spatial light modulation Eric Yeatman , 1989 – Electronics – Imperial Professor and Head of Department –  direct link to Eric’s electronics academic CV

Geometric Algorithms for Objects in Motion Sorelle Friedler , 2010 – Computer science – Haverford College Associate Professor –  direct link to Sorelle’s computer science academic CV .

Geometrical models, constraints design, information extraction for pathological and healthy medical image Esla Angelini  – Medicine – Imperial Senior Data Scientist –  direct link to Elsa’s medicine academic CV

Why I regret my own choice of PhD thesis title

I should say from the outset that I assembled my thesis in quite a short space of time compared to most people. So I didn’t really spend particularly long on any one section, including the title.

However, my main supervisor even spelled out for me that once the title was submitted to the university it would be permanent. In other words: think wisely about your title.

What I started with

Initially I drafted the title as something like: Three dimensional correlative imaging for cartilage regeneration . Which I thought was nice, catchy and descriptive.

I decided to go for “correlative imaging” because, not only did it describe the experiments well, but it also sounded kind of technical and fitting of a potential pivot into AI. I’m pleased with that bit of the title.

What I ended up with

Before submitting the title to the university (required ahead of the viva), I asked my supervisors for their thoughts.

One of my well intentioned supervisors suggested that, given that my project didn’t involve verifying regenerative quality, I probably shouldn’t state cartilage regeneration . Instead, they suggested, I should state what I was experimenting on (the materials) rather than the overall goal of the research (aid cartilage regeneration efforts).

With this advice I dialled back my choice of wording and the thesis title I went with was:

Three dimensional correlative imaging for measurement of strain in cartilage and cartilage replacement materials

Reading it back now I’m reminder about how less I like it than my initial idea!

I put up basically no resistance to the supervisor’s choice, even though the title sounds so much more boring in my opinion. I just didn’t think much of it at the time. Furthermore, most of my PhD was actually in a technique which is four dimensional (looking at a series of 3D scans over time, hence 4D) which would have sounded way more sciency and fitting of a PhD.

What I wish I’d gone with

If I had the choice again, I’d have gone with:

Four-dimensional correlative imaging for cartilage regeneration

Which, would you believe it, is exactly what it states on my CV…

Does the thesis title really matter?

In all honesty, your choice of thesis title isn’t that important. If you come to regret it, as I do, it’s not the end of the world. There are much more important things in life to worry about.

If you decide at a later stage that you don’t like it you can always describe it in a way that you prefer. For instance, in my CV I describe my PhD as I’d have liked the title to be. I make no claim that it’s actually the title so consider it a bit of creative license.

Given that as your career progresses you may not even refer back to your thesis much, it’s really not worth stressing over. However, if you’re yet to finalise your thesis title I do still think it is worth a bit of thought and hopefully this article has provided some insights into how to choose a good thesis title.

My advice for developing a thesis title

  • Draft the title early. Drafting it early can help give clarity for the overall message of your research. For instance, while you’re assembling the rest of your thesis you can check that the title encompasses the research chapters you’re included, and likewise that the research experiments you’re including fall within what the title describes. Drafting it early also gives more time you to think it over. As with everything: having a first draft is really important to iterate on.
  • Look at some example titles . Such as those featured above!
  • If you’re not sure about your title, ask a few other people what they think . But remember that you have the final say!

I hope this post has been useful for those of you are finalising your thesis and need to decide on a thesis title. If you’ve enjoyed this article and would like to hear about future content (and gain access to my free resource library!) you can subscribe for free here:

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Home > Engineering > Computer Science > Computer Science Graduate Projects

Computer Science Graduate Projects and Theses

Theses/dissertations from 2023 2023.

High-Performance Domain-Specific Library for Hydrologic Data Processing , Kalyan Bhetwal

Verifying Data Provenance During Workflow Execution for Scientific Reproducibility , Rizbanul Hasan

Remote Sensing to Advance Understanding of Snow-Vegetation Relationships and Quantify Snow Depth and Snow Water Equivalent , Ahmad Hojatimalekshah

Exploring the Capability of a Self-Supervised Conditional Image Generator for Image-to-Image Translation without Labeled Data: A Case Study in Mobile User Interface Design , Hailee Kiesecker

Fake News Detection Using Narrative Content and Discourse , Hongmin Kim

Anomaly Detection Using Graph Neural Network , Bishal Lakha

Sparse Format Conversion and Code Synthesis , Tobi Goodness Popoola

Portable Sparse Polyhedral Framework Code Generation Using Multi Level Intermediate Representation , Aaron St. George

Severity Measures for Assessing Error in Automatic Speech Recognition , Ryan Whetten

Theses/Dissertations from 2022 2022

Improved Computational Prediction of Function and Structural Representation of Self-Cleaving Ribozymes with Enhanced Parameter Selection and Library Design , James D. Beck

Meshfree Methods for PDEs on Surfaces , Andrew Michael Jones

Deep Learning of Microstructures , Amir Abbas Kazemzadeh Farizhandi

Long-Term Trends in Extreme Environmental Events with Changepoint Detection , Mintaek Lee

Structure Aware Smart Encoding and Decoding of Information in DNA , Shoshanna Llewellyn

Towards Making Transformer-Based Language Models Learn How Children Learn , Yousra Mahdy

Ontology-Based Formal Approach for Safety and Security Verification of Industrial Control Systems , Ramesh Neupane

Improving Children's Authentication Practices with Respect to Graphical Authentication Mechanism , Dhanush Kumar Ratakonda

Hate Speech Detection Using Textual and User Features , Rohan Raut

Automated Detection of Sockpuppet Accounts in Wikipedia , Mostofa Najmus Sakib

Characterization and Mitigation of False Information on the Web , Anu Shrestha

Sinusoidal Projection for 360° Image Compression and Triangular Discrete Cosine Transform Impact in the JPEG Pipeline , Iker Vazquez Lopez

Theses/Dissertations from 2021 2021

Training Wheels for Web Search: Multi-Perspective Learning to Rank to Support Children's Information Seeking in the Classroom , Garrett Allen

Fair and Efficient Consensus Protocols for Secure Blockchain Applications , Golam Dastoger Bashar

Why Don't You Act Your Age?: Recognizing the Stereotypical 8-12 Year Old Searcher by Their Search Behavior , Michael Green

Ensuring Consistency and Efficiency of the Incremental Unit Network in a Distributed Architecture , Mir Tahsin Imtiaz

Modeling Real and Fake News Sharing in Social Networks , Abishai Joy

Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies , A.K.M. Nuhil Mehdy

Into the Unknown: Exploration of Search Engines' Responses to Users with Depression and Anxiety , Ashlee Milton

Generating Test Inputs from String Constraints with an Automata-Based Solver , Marlin Roberts

A Case Study in Representing Scientific Applications ( GeoAc ) Using the Sparse Polyhedral Framework , Ravi Shankar

Actors for the Internet of Things , Arjun Shukla

Theses/Dissertations from 2020 2020

Towards Unifying Grounded and Distributional Semantics Using the Words-as-Classifiers Model of Lexical Semantics , Stacy Black

Improving Scientist Productivity, Architecture Portability, and Performance in ParFlow , Michael Burke

Polyhedral+Dataflow Graphs , Eddie C. Davis

Improving Spellchecking for Children: Correction and Design , Brody Downs

A Collection of Fast Algorithms for Scalar and Vector-Valued Data on Irregular Domains: Spherical Harmonic Analysis, Divergence-Free/Curl-Free Radial Basis Functions, and Implicit Surface Reconstruction , Kathryn Primrose Drake

Privacy-Preserving Protocol for Atomic Swap Between Blockchains , Kiran Gurung

Unsupervised Structural Graph Node Representation Learning , Mikel Joaristi

Detecting Undisclosed Paid Editing in Wikipedia , Nikesh Joshi

Do You Feel Me?: Learning Language from Humans with Robot Emotional Displays , David McNeill

Obtaining Real-World Benchmark Programs from Open-Source Repositories Through Abstract-Semantics Preserving Transformations , Maria Anne Rachel Paquin

Content Based Image Retrieval (CBIR) for Brand Logos , Enjal Parajuli

A Resilience Metric for Modern Power Distribution Systems , Tyler Bennett Phillips

Theses/Dissertations from 2019 2019

Edge-Assisted Workload-Aware Image Processing System , Anil Acharya

MINOS: Unsupervised Netflow-Based Detection of Infected and Attacked Hosts, and Attack Time in Large Networks , Mousume Bhowmick

Deviant: A Mutation Testing Tool for Solidity Smart Contracts , Patrick Chapman

Querying Over Encrypted Databases in a Cloud Environment , Jake Douglas

A Hybrid Model to Detect Fake News , Indhumathi Gurunathan

Suitability of Finite State Automata to Model String Constraints in Probablistic Symbolic Execution , Andrew Harris

UNICORN Framework: A User-Centric Approach Toward Formal Verification of Privacy Norms , Rezvan Joshaghani

Detection and Countermeasure of Saturation Attacks in Software-Defined Networks , Samer Yousef Khamaiseh

Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy , Manish Kumar

Application-Specific Memory Subsystem Benchmarking , Mahesh Lakshminarasimhan

Multilingual Information Retrieval: A Representation Building Perspective , Ion Madrazo

Improved Study of Side-Channel Attacks Using Recurrent Neural Networks , Muhammad Abu Naser Rony Chowdhury

Investigating the Effects of Social and Temporal Dynamics in Fitness Games on Children's Physical Activity , Ankita Samariya

BullyNet: Unmasking Cyberbullies on Social Networks , Aparna Sankaran

FALCON: Framework for Anomaly Detection In Industrial Control Systems , Subin Sapkota

Investigating Semantic Properties of Images Generated from Natural Language Using Neural Networks , Samuel Ward Schrader

Incremental Processing for Improving Conversational Grounding in a Chatbot , Aprajita Shukla

Estimating Error and Bias of Offline Recommender System Evaluation Results , Mucun Tian

Theses/Dissertations from 2018 2018

Leveraging Tiled Display for Big Data Visualization Using D3.js , Ujjwal Acharya

Fostering the Retrieval of Suitable Web Resources in Response to Children's Educational Search Tasks , Oghenemaro Deborah Anuyah

Privacy-Preserving Genomic Data Publishing via Differential Privacy , Tanya Khatri

Injecting Control Commands Through Sensory Channel: Attack and Defense , Farhad Rasapour

Strong Mutation-Based Test Generation of XACML Policies , Roshan Shrestha

Performance, Scalability, and Robustness in Distributed File Tree Copy , Christopher Robert Sutton

Using DNA For Data Storage: Encoding and Decoding Algorithm Development , Kelsey Suyehira

Detecting Saliency by Combining Speech and Object Detection in Indoor Environments , Kiran Thapa

Theses/Dissertations from 2017 2017

Identifying Restaurants Proposing Novel Kinds of Cuisines: Using Yelp Reviews , Haritha Akella

Editing Behavior Analysis and Prediction of Active/Inactive Users in Wikipedia , Harish Arelli

CloudSkulk: Design of a Nested Virtual Machine Based Rootkit-in-the-Middle Attack , Joseph Anthony Connelly

Predicting Friendship Strength in Facebook , Nitish Dhakal

Privacy-Preserving Trajectory Data Publishing via Differential Privacy , Ishita Dwivedi

Cultivating Community Interactions in Citizen Science: Connecting People to Each Other and the Environment , Bret Allen Finley

Uncovering New Links Through Interaction Duration , Laxmi Amulya Gundala

Variance: Secure Two-Party Protocol for Solving Yao's Millionaires' Problem in Bitcoin , Joshua Holmes

A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases , Akshay Kansal

Integrity Coded Databases: Ensuring Correctness and Freshness of Outsourced Databases , Ujwal Karki

Editable View Optimized Tone Mapping For Viewing High Dynamic Range Panoramas On Head Mounted Display , Yuan Li

The Effects of Pair-Programming in a High School Introductory Computer Science Class , Ken Manship

Towards Automatic Repair of XACML Policies , Shuai Peng

Identification of Unknown Landscape Types Using CNN Transfer Learning , Ashish Sharma

Hand Gesture Recognition for Sign Language Transcription , Iker Vazquez Lopez

Learning to Code Music : Development of a Supplemental Unit for High School Computer Science , Kelsey Wright

Theses/Dissertations from 2016 2016

Identification of Small Endogenous Viral Elements within Host Genomes , Edward C. Davis Jr.

When the System Becomes Your Personal Docent: Curated Book Recommendations , Nevena Dragovic

Security Testing with Misuse Case Modeling , Samer Yousef Khamaiseh

Estimating Length Statistics of Aggregate Fried Potato Product via Electromagnetic Radiation Attenuation , Jesse Lovitt

Towards Multipurpose Readability Assessment , Ion Madrazo

Evaluation of Topic Models for Content-Based Popularity Prediction on Social Microblogs , Axel Magnuson

CEST: City Event Summarization using Twitter , Deepa Mallela

Developing an ABAC-Based Grant Proposal Workflow Management System , Milson Munakami

Phoenix and Hive as Alternatives to RDBMS , Diana Ornelas

Massively Parallel Algorithm for Solving the Eikonal Equation on Multiple Accelerator Platforms , Anup Shrestha

A Certificateless One-Way Group Key Agreement Protocol for Point-to-Point Email Encryption , Srisarguru Sridhar

Dynamic Machine Level Resource Allocation to Improve Tasking Performance Across Multiple Processes , Richard Walter Thatcher

Theses/Dissertations from 2015 2015

Developing an Application for Evolutionary Search for Computational Models of Cellular Development , Nicolas Scott Cornia

Accelerated Radar Signal Processing in Large Geophysical Datasets , Ravi Preesha Geetha

Integrity Coded Databases (ICDB) – Protecting Integrity for Outsourced Databases , Archana Nanjundarao

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101 Best Computer Science Topics for 2023

computer science topics

Any student will know the difficulty that comes with developing and choosing a great topic in computer science. Generally speaking, a good topic should be original, interesting, and challenging. It should push the limits of the field of study while still adequately answering the main questions brought on by the study.

We understand the stress that this may cause students, which is why we’ve dedicated our time to search the web and print resources to find the latest computer science topics that create the biggest waves in the field. Here’s the list of the top computer science research topics for 2023 you can use for an essay or senior thesis :

AP Computer Science Topics for Students Entering College

  • How has big data impacted the way small businesses conduct market research?
  • Does machine learning negatively impact the way neurons in the brain work?
  • Did biotech change how medicine is administered to patients?
  • How is human perception affected by virtual reality technologies?
  • How can education benefit from using virtual reality in learning?
  • Are quantum computers the way of the future or are they just a fad?
  • Has the Covid-19 pandemic delayed advancements in computer science?

Computer Science Research Paper Topics for High School

  • How successful has distance learning computer tech been in the time of Covid-19?
  • Will computer assistance in businesses get rid of customer service needs?
  • How has encryption and decryption technology changed in the last 20 years?
  • Can AI impact computer management and make it automated?
  • Why do programmers avoid making a universal programming language?
  • How important are human interactions with computer development?
  • How will computers change in the next five to ten years?

Controversial Topics in Computer Science for Grad Students

  • What is the difference between math modeling and art?
  • How are big-budget Hollywood films being affected by CGI technologies?
  • Should students be allowed to use technology in classrooms other than comp science?
  • How important is it to limit the amount of time we spend using social media?
  • Are quantum computers for personal or home use realistic?
  • How are embedded systems changing the business world?
  • In what ways can human-computer interactions be improved?

Computer Science Capstone Project Ideas for College Courses

  • What are the physical limitations of communication and computation?
  • Is SCRUM methodology still viable for software development?
  • Are ATMs still secure machines to access money or are they a threat?
  • What are the best reasons for using open source software?
  • The future of distributed systems and its use in networks?
  • Has the increased use of social media positively or negatively affected our relationships?
  • How is machine learning impacted by artificial intelligence?

Interesting Computer Science Topics for College Students

  • How has Blockchain impacted large businesses?
  • Should people utilize internal chips to track their pets?
  • How much attention should we pay to the content we read on the web?
  • How can computers help with human genes sequencing?
  • What can be done to enhance IT security in financial institutions?
  • What does the digitization of medical fields mean for patients’ privacy?
  • How efficient are data back-up methods in business?

Hot Topics in Computer Science for High School Students

  • Is distance learning the new norm for earning postgraduate degrees?
  • In reaction to the Covid-19 pandemic should more students take online classes?
  • How can game theory aid in the analysis of algorithms?
  • How can technology impact future government elections?
  • Why are there fewer females in the computer science field?
  • Should the world’s biggest operating systems share information?
  • Is it safe to make financial transactions online?

Ph.D. Research Topics in Computer Science for Grad Students

  • How can computer technology help professional athletes improve performance?
  • How have Next Gen Stats changed the way coaches game plan?
  • How has computer technology impacted medical technology?
  • What impact has MatLab software had in the medical engineering field?
  • How does self-adaptable application impact online learning?
  • What does the future hold for information technology?
  • Should we be worried about addiction to computer technology?

Computer Science Research Topics for Undergraduates

  • How has online sports gambling changed IT needs in households?
  • In what ways have computers changed learning environments?
  • How has learning improved with interactive multimedia and similar technologies?
  • What are the psychological perspectives on IT advancements?
  • What is the balance between high engagement and addiction to video games?
  • How has the video gaming industry changed over the decades?
  • Has social media helped or damaged our communication habits?

Research Paper Topics in Computer Science

  • What is the most important methodology in project planning?
  • How has technology improved people’s chances of winning in sports betting?
  • How has artificial technology impacted the U.S. economy?
  • What are the most effective project management processes in IT?
  • How can IT security systems help the practice of fraud score generation?
  • Has technology had an impact on religion?
  • How important is it to keep your social networking profiles up to date?

More Computer Science Research Papers Topics

  • There is no area of human society that is not impacted by AI?
  • How adaptive learning helps today’s professional world?
  • Does a computer program code from a decade ago still work?
  • How has medical image analysis changed because of IT?
  • What are the ethical concerns that come with data mining?
  • Should colleges and universities have the right to block certain websites?
  • What are the major components of math computing?

Computer Science Thesis Topics for College Students

  • How can logic and sets be used in computing?
  • How has online gambling impacted in-person gambling?
  • How did the 5-G network generation change communication?
  • What are the biggest challenges to IT due to Covid-19?
  • Do you agree that assembly language is a new way to determine data-mine health?
  • How can computer technology help track down criminals?
  • Is facial recognition software a violation of privacy rights?

Quick and Easy Computer Science Project Topics

  • Why do boys and girls learn the technology so differently?
  • How effective are computer training classes that target young girls?
  • How does technology affect how medicines are administered?
  • Will further advancements in technology put people out of work?
  • How has computer science changed the way teachers educate?
  • Which are the most effective ways of fighting identify theft?

Excellent Computer Science Thesis Topic Ideas

  • What are the foreseeable business needs computers will fix?
  • What are the pros and cons of having smart home technology?
  • How does computer modernization at the office affect productivity?
  • How has computer technology led to more job outsourcing?
  • Do self-service customer centers sufficiently provide solutions?
  • How can a small business compete without updated computer products?

Computer Science Presentation Topics

  • What does the future hold for virtual reality?
  • What are the latest innovations in computer science?
  • What are the pros and cons of automating everyday life?
  • Are hackers a real threat to our privacy or just to businesses?
  • What are the five most effective ways of storing personal data?
  • What are the most important fundamentals of software engineering?

Even More Topics in Computer Science

  • In what ways do computers function differently from human brains?
  • Can world problems be solved through advancements in video game technology?
  • How has computing helped with the mapping of the human genome?
  • What are the pros and cons of developing self-operating vehicles?
  • How has computer science helped developed genetically modified foods?
  • How are computers used in the field of reproductive technologies?

Our team of academic experts works around the clock to bring you the best project topics for computer science student. We search hundreds of online articles, check discussion boards, and read through a countless number of reports to ensure our computer science topics are up-to-date and represent the latest issues in the field. If you need assistance developing research topics in computer science or need help editing or writing your assignment, we are available to lend a hand all year. Just send us a message “ help me write my thesis ” and we’ll put you in contact with an academic writer in the field.

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Digital Commons @ USF > College of Engineering > Computer Science and Engineering > Theses and Dissertations

Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

Refining the Machine Learning Pipeline for US-based Public Transit Systems , Jennifer Adorno

Insect Classification and Explainability from Image Data via Deep Learning Techniques , Tanvir Hossain Bhuiyan

Brain-Inspired Spatio-Temporal Learning with Application to Robotics , Thiago André Ferreira Medeiros

Evaluating Methods for Improving DNN Robustness Against Adversarial Attacks , Laureano Griffin

Analyzing Multi-Robot Leader-Follower Formations in Obstacle-Laden Environments , Zachary J. Hinnen

Secure Lightweight Cryptographic Hardware Constructions for Deeply Embedded Systems , Jasmin Kaur

A Psychometric Analysis of Natural Language Inference Using Transformer Language Models , Antonio Laverghetta Jr.

Graph Analysis on Social Networks , Shen Lu

Deep Learning-based Automatic Stereology for High- and Low-magnification Images , Hunter Morera

Deciphering Trends and Tactics: Data-driven Techniques for Forecasting Information Spread and Detecting Coordinated Campaigns in Social Media , Kin Wai Ng Lugo

Automated Approaches to Enable Innovative Civic Applications from Citizen Generated Imagery , Hye Seon Yi

Theses/Dissertations from 2022 2022

Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets , Kaoutar Ben Ahmed

Task Progress Assessment and Monitoring Using Self-Supervised Learning , Sainath Reddy Bobbala

Towards More Task-Generalized and Explainable AI Through Psychometrics , Alec Braynen

A Multiple Input Multiple Output Framework for the Automatic Optical Fractionator-based Cell Counting in Z-Stacks Using Deep Learning , Palak Dave

On the Reliability of Wearable Sensors for Assessing Movement Disorder-Related Gait Quality and Imbalance: A Case Study of Multiple Sclerosis , Steven Díaz Hernández

Securing Critical Cyber Infrastructures and Functionalities via Machine Learning Empowered Strategies , Tao Hou

Social Media Time Series Forecasting and User-Level Activity Prediction with Gradient Boosting, Deep Learning, and Data Augmentation , Fred Mubang

A Study of Deep Learning Silhouette Extractors for Gait Recognition , Sneha Oladhri

Analyzing Decision-making in Robot Soccer for Attacking Behaviors , Justin Rodney

Generative Spatio-Temporal and Multimodal Analysis of Neonatal Pain , Md Sirajus Salekin

Secure Hardware Constructions for Fault Detection of Lattice-based Post-quantum Cryptosystems , Ausmita Sarker

Adaptive Multi-scale Place Cell Representations and Replay for Spatial Navigation and Learning in Autonomous Robots , Pablo Scleidorovich

Predicting the Number of Objects in a Robotic Grasp , Utkarsh Tamrakar

Humanoid Robot Motion Control for Ramps and Stairs , Tommy Truong

Preventing Variadic Function Attacks Through Argument Width Counting , Brennan Ward

Theses/Dissertations from 2021 2021

Knowledge Extraction and Inference Based on Visual Understanding of Cooking Contents , Ahmad Babaeian Babaeian Jelodar

Efficient Post-Quantum and Compact Cryptographic Constructions for the Internet of Things , Rouzbeh Behnia

Efficient Hardware Constructions for Error Detection of Post-Quantum Cryptographic Schemes , Alvaro Cintas Canto

Using Hyper-Dimensional Spanning Trees to Improve Structure Preservation During Dimensionality Reduction , Curtis Thomas Davis

Design, Deployment, and Validation of Computer Vision Techniques for Societal Scale Applications , Arup Kanti Dey

AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing , Hamza Elhamdadi

Automatic Detection of Vehicles in Satellite Images for Economic Monitoring , Cole Hill

Analysis of Contextual Emotions Using Multimodal Data , Saurabh Hinduja

Data-driven Studies on Social Networks: Privacy and Simulation , Yasanka Sameera Horawalavithana

Automated Identification of Stages in Gonotrophic Cycle of Mosquitoes Using Computer Vision Techniques , Sherzod Kariev

Exploring the Use of Neural Transformers for Psycholinguistics , Antonio Laverghetta Jr.

Secure VLSI Hardware Design Against Intellectual Property (IP) Theft and Cryptographic Vulnerabilities , Matthew Dean Lewandowski

Turkic Interlingua: A Case Study of Machine Translation in Low-resource Languages , Jamshidbek Mirzakhalov

Automated Wound Segmentation and Dimension Measurement Using RGB-D Image , Chih-Yun Pai

Constructing Frameworks for Task-Optimized Visualizations , Ghulam Jilani Abdul Rahim Quadri

Trilateration-Based Localization in Known Environments with Object Detection , Valeria M. Salas Pacheco

Recognizing Patterns from Vital Signs Using Spectrograms , Sidharth Srivatsav Sribhashyam

Recognizing Emotion in the Wild Using Multimodal Data , Shivam Srivastava

A Modular Framework for Multi-Rotor Unmanned Aerial Vehicles for Military Operations , Dante Tezza

Human-centered Cybersecurity Research — Anthropological Findings from Two Longitudinal Studies , Anwesh Tuladhar

Learning State-Dependent Sensor Measurement Models To Improve Robot Localization Accuracy , Troi André Williams

Human-centric Cybersecurity Research: From Trapping the Bad Guys to Helping the Good Ones , Armin Ziaie Tabari

Theses/Dissertations from 2020 2020

Classifying Emotions with EEG and Peripheral Physiological Data Using 1D Convolutional Long Short-Term Memory Neural Network , Rupal Agarwal

Keyless Anti-Jamming Communication via Randomized DSSS , Ahmad Alagil

Active Deep Learning Method to Automate Unbiased Stereology Cell Counting , Saeed Alahmari

Composition of Atomic-Obligation Security Policies , Yan Cao Albright

Action Recognition Using the Motion Taxonomy , Maxat Alibayev

Sentiment Analysis in Peer Review , Zachariah J. Beasley

Spatial Heterogeneity Utilization in CT Images for Lung Nodule Classication , Dmitrii Cherezov

Feature Selection Via Random Subsets Of Uncorrelated Features , Long Kim Dang

Unifying Security Policy Enforcement: Theory and Practice , Shamaria Engram

PsiDB: A Framework for Batched Query Processing and Optimization , Mehrad Eslami

Composition of Atomic-Obligation Security Policies , Danielle Ferguson

Algorithms To Profile Driver Behavior From Zero-permission Embedded Sensors , Bharti Goel

The Efficiency and Accuracy of YOLO for Neonate Face Detection in the Clinical Setting , Jacqueline Hausmann

Beyond the Hype: Challenges of Neural Networks as Applied to Social Networks , Anthony Hernandez

Privacy-Preserving and Functional Information Systems , Thang Hoang

Managing Off-Grid Power Use for Solar Fueled Residences with Smart Appliances, Prices-to-Devices and IoT , Donnelle L. January

Novel Bit-Sliced In-Memory Computing Based VLSI Architecture for Fast Sobel Edge Detection in IoT Edge Devices , Rajeev Joshi

Edge Computing for Deep Learning-Based Distributed Real-time Object Detection on IoT Constrained Platforms at Low Frame Rate , Lakshmikavya Kalyanam

Establishing Topological Data Analysis: A Comparison of Visualization Techniques , Tanmay J. Kotha

Machine Learning for the Internet of Things: Applications, Implementation, and Security , Vishalini Laguduva Ramnath

System Support of Concurrent Database Query Processing on a GPU , Hao Li

Deep Learning Predictive Modeling with Data Challenges (Small, Big, or Imbalanced) , Renhao Liu

Countermeasures Against Various Network Attacks Using Machine Learning Methods , Yi Li

Towards Safe Power Oversubscription and Energy Efficiency of Data Centers , Sulav Malla

Design of Support Measures for Counting Frequent Patterns in Graphs , Jinghan Meng

Automating the Classification of Mosquito Specimens Using Image Processing Techniques , Mona Minakshi

Models of Secure Software Enforcement and Development , Hernan M. Palombo

Functional Object-Oriented Network: A Knowledge Representation for Service Robotics , David Andrés Paulius Ramos

Lung Nodule Malignancy Prediction from Computed Tomography Images Using Deep Learning , Rahul Paul

Algorithms and Framework for Computing 2-body Statistics on Graphics Processing Units , Napath Pitaksirianan

Efficient Viewshed Computation Algorithms On GPUs and CPUs , Faisal F. Qarah

Relational Joins on GPUs for In-Memory Database Query Processing , Ran Rui

Micro-architectural Countermeasures for Control Flow and Misspeculation Based Software Attacks , Love Kumar Sah

Efficient Forward-Secure and Compact Signatures for the Internet of Things (IoT) , Efe Ulas Akay Seyitoglu

Detecting Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure via Cough and Wheezing Sounds Using Smart-Phones and Machine Learning , Anthony Windmon

Toward Culturally Relevant Emotion Detection Using Physiological Signals , Khadija Zanna

Theses/Dissertations from 2019 2019

Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation , Sathyanarayanan Narasimhan Aakur

Empirical Analysis of a Cybersecurity Scoring System , Jaleel Ahmed

Phenomena of Social Dynamics in Online Games , Essa Alhazmi

A Machine Learning Approach to Predicting Community Engagement on Social Media During Disasters , Adel Alshehri

Interactive Fitness Domains in Competitive Coevolutionary Algorithm , ATM Golam Bari

Measuring Influence Across Social Media Platforms: Empirical Analysis Using Symbolic Transfer Entropy , Abhishek Bhattacharjee

A Communication-Centric Framework for Post-Silicon System-on-chip Integration Debug , Yuting Cao

Authentication and SQL-Injection Prevention Techniques in Web Applications , Cagri Cetin

Multimodal Emotion Recognition Using 3D Facial Landmarks, Action Units, and Physiological Data , Diego Fabiano

Robotic Motion Generation by Using Spatial-Temporal Patterns from Human Demonstrations , Yongqiang Huang

A GPU-Based Framework for Parallel Spatial Indexing and Query Processing , Zhila Nouri Lewis

A Flexible, Natural Deduction, Automated Reasoner for Quick Deployment of Non-Classical Logic , Trisha Mukhopadhyay

An Efficient Run-time CFI Check for Embedded Processors to Detect and Prevent Control Flow Based Attacks , Srivarsha Polnati

Force Feedback and Intelligent Workspace Selection for Legged Locomotion Over Uneven Terrain , John Rippetoe

Detecting Digitally Forged Faces in Online Videos , Neilesh Sambhu

Malicious Manipulation in Service-Oriented Network, Software, and Mobile Systems: Threats and Defenses , Dakun Shen

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Home > School, College, or Department > MCECS > Computer Science > Dissertations and Theses

Computer Science Dissertations and Theses

Theses/dissertations from 2024 2024.

MmWave RAT Optimization: MAC Layer Initial Access Design and Transport Layer Integration , Suresh Srinivasan (Dissertation)

Theses/Dissertations from 2023 2023

Seeing in the Dark: Towards Robust Pedestrian Detection at Nighttime , Afnan Althoupety (Dissertation)

A Deep Hierarchical Variational Autoencoder for World Models in Complex Reinforcement Learning Environments , Sriharshitha Ayyalasomayajula (Thesis)

Toward Efficient Rendering: A Neural Network Approach , Qiqi Hou (Dissertation)

Energy Auction with Non-Relational Persistence , Michael Ramez Howard (Thesis)

Implementing a Functional Logic Programming Language via the Fair Scheme , Andrew Michael Jost (Dissertation)

Multi-Agent Deep Reinforcement Learning for Radiation Localization , Benjamin Scott Totten (Thesis)

Theses/Dissertations from 2022 2022

Using Intrinsically-Typed Definitional Interpreters to Verify Compiler Optimizations in a Monadic Intermediate Language , Dani Barrack (Thesis)

An Automated Zoom Class Session Analysis Tool to Improve Education , Jack Arlo Cannon II (Thesis)

Scaling EPA-RIMM with Multicore System Management Interrupt Handlers , Alexander K. Freed (Thesis)

Unpaired Style Transfer Conditional Generative Adversarial Network for Scanned Document Generation , David Jonathan Hawbaker (Thesis)

Toward Analyzing the Diversity of Extractive Summaries , Aaron David Hudson (Thesis)

Making Curry with Rice: An Optimizing Curry Compiler , Steven Libby (Dissertation)

Domain Knowledge as Motion-Aware Inductive Bias for Deep Video Synthesis: Two Case Studies , Long Mai (Dissertation)

Theses/Dissertations from 2021 2021

Efficient Neuromorphic Algorithms for Gamma-Ray Spectrum Denoising and Radionuclide Identification , Merlin Phillip Carson (Thesis)

Storing Intermediate Results in Space and Time: SQL Graphs and Block Referencing , Basem Ibrahim Elazzabi (Dissertation)

Automated Test Generation for Validating SystemC Designs , Bin Lin (Dissertation)

Forecasting Optimal Parameters of the Broken Wing Butterfly Option Strategy Using Differential Evolution , David Munoz Constantine (Thesis)

Situate: An Agent-Based System for Situation Recognition , Max Henry Quinn (Dissertation)

Theses/Dissertations from 2020 2020

Multiple Diagram Navigation , Hisham Benotman (Dissertation)

Smart Contract Vulnerabilities on the Ethereum Blockchain: a Current Perspective , Daniel Steven Connelly (Thesis)

Extensible Performance-Aware Runtime Integrity Measurement , Brian G. Delgado (Dissertation)

Novel View Synthesis - a Neural Network Approach , Hoang Le (Dissertation)

Exploring the Potential of Sparse Coding for Machine Learning , Sheng Yang Lundquist (Dissertation)

Workflow Critical Path: a Data-Oriented Path Metric for Holistic HPC Workflows , Daniel D. Nguyen (Thesis)

Novel View Synthesis in Time and Space , Simon Niklaus (Dissertation)

Balancing Security, Performance and Deployability in Encrypted Search , David Joel Pouliot (Dissertation)

Theses/Dissertations from 2019 2019

A Secure Anti-Counterfeiting System using Near Field Communication, Public Key Cryptography, Blockchain, and Bayesian Games , Naif Saeed Alzahrani (Dissertation)

Spectral Clustering for Electrical Phase Identification Using Advanced Metering Infrastructure Voltage Time Series , Logan Blakely (Thesis)

Local Radiance , Scott Peter Britell (Dissertation)

Correct-by-Construction Typechecking with Scope Graphs , Katherine Imhoff Casamento (Thesis)

Versatile Binary-level Concolic Testing , Bo Chen (Dissertation)

Crumpled and Abraded Encryption: Implementation and Provably Secure Construction , Scott Sherlock Griffy (Thesis)

Knowing Without Knowing: Real-Time Usage Identification of Computer Systems , Leila Mohammed Hawana (Thesis)

Design and Experimental Evaluation of DeepMarket: an Edge Computing Marketplace with Distributed TensorFlow Execution Capability , Soyoung Kim (Thesis)

Localizing Little Landmarks with Transfer Learning , Sharad Kumar (Thesis)

Context-Aware Wi-Fi Infrastructure-based Indoor Positioning Systems , Huy Phuong Tran (Dissertation)

Theses/Dissertations from 2018 2018

Bounding Box Improvement with Reinforcement Learning , Andrew Lewis Cleland (Thesis)

Sensing Building Structure Using UWB Radios for Disaster Recovery , Jeong Eun Lee (Dissertation)

Annotation-Enabled Interpretation and Analysis of Time-Series Data , Niveditha Venugopal (Thesis)

EPA-RIMM-V: Efficient Rootkit Detection for Virtualized Environments , Tejaswini Ajay Vibhute (Thesis)

Theses/Dissertations from 2017 2017

Improved Scoring Models for Semantic Image Retrieval Using Scene Graphs , Erik Timothy Conser (Thesis)

Refining Bounding-Box Regression for Object Localization , Naomi Lynn Dickerson (Thesis)

Fully Generic Programming Over Closed Universes of Inductive-Recursive Types , Larry Diehl (Dissertation)

Communicating at Terahertz Frequencies , Farnoosh Moshirfatemi (Dissertation)

Designing In-Headset Authoring Tools for Virtual Reality Video , Cuong Nguyen (Dissertation)

Certifying Loop Pipelining Transformations in Behavioral Synthesis , Disha Puri (Dissertation)

Power-Aware Datacenter Networking and Optimization , Qing Yi (Dissertation)

Theses/Dissertations from 2016 2016

Identifying Relationships between Scientific Datasets , Abdussalam Alawini (Dissertation)

Information Representation and Computation of Spike Trains in Reservoir Computing Systems with Spiking Neurons and Analog Neurons , Amin Almassian (Thesis)

Investigations of an "Objectness" Measure for Object Localization , Lewis Richard James Coates (Thesis)

Image Stitching: Handling Parallax, Stereopsis, and Video , Fan Zhang (Dissertation)

Theses/Dissertations from 2015 2015

Novel Methods for Learning and Adaptation in Chemical Reaction Networks , Peter Banda (Dissertation)

Post-silicon Functional Validation with Virtual Prototypes , Kai Cong (Dissertation)

Novel Cryptographic Primitives and Protocols for Censorship Resistance , Kevin Patrick Dyer (Dissertation)

Hardware/Software Interface Assurance with Conformance Checking , Li Lei (Dissertation)

Leveraging Contextual Relationships Between Objects for Localization , Clinton Leif Olson (Thesis)

The Performance of Random Prototypes in Hierarchical Models of Vision , Kendall Lee Stewart (Thesis)

Tweakable Ciphers: Constructions and Applications , Robert Seth Terashima (Dissertation)

Scalable Equivalence Checking for Behavioral Synthesis , Zhenkun Yang (Dissertation)

Theses/Dissertations from 2014 2014

The Nax Language: Unifying Functional Programming and Logical Reasoning in a Language based on Mendler-style Recursion Schemes and Term-indexed Types , Ki Yung Ahn (Dissertation)

Using Spammers' Computing Resources for Volunteer Computing , Thai Le Quy Bui (Thesis)

Towards Constructing Interactive Virtual Worlds , Francis Chang (Dissertation)

System-wide Performance Analysis for Virtualization , Deron Eugene Jensen (Thesis)

Advances in Piecewise Smooth Image Reconstruction , Ralf Juengling (Dissertation)

Interpretable Machine Learning and Sparse Coding for Computer Vision , Will Landecker (Dissertation)

Optimizing Data Movement in Hybrid Analytic Systems , Patrick Michael Leyshock (Dissertation)

Ranked Similarity Search of Scientific Datasets: An Information Retrieval Approach , Veronika Margaret Megler (Dissertation)

Using GIST Features to Constrain Search in Object Detection , Joanna Browne Solmon (Thesis)

The Role of Prototype Learning in Hierarchical Models of Vision , Michael David Thomure (Dissertation)

Theses/Dissertations from 2013 2013

Object Detection and Recognition in Natural Settings , George William Dittmar (Thesis)

Trust-but-Verify: Guaranteeing the Integrity of User-generated Content in Online Applications , Akshay Dua (Dissertation)

Equivalence Checking for High-Assurance Behavioral Synthesis , Kecheng Hao (Dissertation)

Type Classes and Instance Chains: A Relational Approach , John Garrett Morris (Dissertation)

Theses/Dissertations from 2012 2012

Using Dataflow Optimization Techniques with a Monadic Intermediate Language , Justin George Bailey (Thesis)

A Survey and Analysis of Solutions to the Oblivious Memory Access Problem , Erin Elizabeth Chapman (Thesis)

A Data-Descriptive Feedback Framework for Data Stream Management Systems , Rafael J. Fernández Moctezuma (Dissertation)

Extending Relativistic Programming to Multiple Writers , Philip William Howard (Dissertation)

The Basic Scheme for the Evaluation of Functional Logic Programs , Arthur Peters (Thesis)

The Link Between Image Segmentation and Image Recognition , Karan Sharma (Thesis)

Relativistic Causal Ordering A Memory Model for Scalable Concurrent Data Structures , Josh Triplett (Dissertation)

Theses/Dissertations from 2011 2011

Conceptual Modeling of Data with Provenance , David William Archer (Dissertation)

Low-latency Estimates for Window-Aggregate Queries over Data Streams , Amit Bhat (Thesis)

Information Processing in Two-Dimensional Cellular Automata , Martin Cenek (Dissertation)

Scalable and Efficient Tasking for Dynamic Sensor Networks , Thanh Xuan Dang (Dissertation)

On the Effect of Topology on Learning and Generalization in Random Automata Networks , Alireza Goudarzi (Thesis)

HOLCF '11: A Definitional Domain Theory for Verifying Functional Programs , Brian Charles Huffman (Dissertation)

A Functional Approach to Memory-Safe Operating Systems , Rebekah Leslie (Dissertation)

Factoring Semiprimes Using PG2N Prime Graph Multiagent Search , Keith Eirik Wilson (Thesis)

High Speed Wireless Networking for 60GHz , Candy Yiu (Dissertation)

Theses/Dissertations from 2010 2010

Extensible Scheduling in a Haskell-based Operating System , Kenneth William Graunke (Thesis)

Addressing Automated Adversaries of Network Applications , Edward Leo Kaiser (Dissertation)

An Automata-Theoretic Approach to Hardware/Software Co-verification , Juncao Li (Dissertation)

Practical Type Inference for the GADT Type System , Chuan-kai Lin (Dissertation)

Scalable event tracking on high-end parallel systems , Kathryn Marie Mohror (Dissertation)

Performance Analysis of Hybrid CPU/GPU Environments , Michael Shawn Smith (Thesis)

Theses/Dissertations from 2009 2009

Computational Techniques for Reducing Spectra of the Giant Planets in Our Solar System , Holly L. Grimes (Thesis)

Programmer Friendly Refactoring Tools , Emerson Murphy-Hill (Dissertation)

A Framework for Superimposed Applications : Techniques to Represent, Access, Transform, and Interchange Bi-level Information , Sudarshan Srivivasa Murthy (Dissertation)

Graphical User Interfaces as Updatable Views , James Felger Terwilliger (Dissertation)

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Thesis Helpers

thesis titles for computer science

Find the best tips and advice to improve your writing. Or, have a top expert write your paper.

105 Computer Science Thesis Topics And Writing Guide

computer science thesis

After years of hard work and struggle, you have reached the most important stage of your academic life – writing a computer science thesis. It is clear that this is a defining moment for your life, and you wouldn’t want to throw anything to chance.

As a rule, most of the computer science theses consist of two major parts – writing a particular program and writing a paper, describing its functionality and the reasons behind its development.

Whether yours is a computer science bachelor thesis, computer science Master’s thesis, or a computer science Ph.D. thesis, you know it is not easy. With all the algorithms, binary equations, and programming calculations in your head, you might end up breaking down.

That calls for computer science help. Please wait a moment; I know what you are thinking. ‘Can I trust computer science help online for such a technical subject?’ Yes, you can! As you delve deep, you will realize why we are the best match for this kind of task.

Scroll down for more.

Computer Science Thesis Outline: How To Structure It?

Like any other academic research paper, a computer science thesis has a well-laid out structure that you will follow. An outline helps underpin the bulk of such a demanding paper into manageable parts.

Before we delve into this, we have to understand that there are various computer science fields such as:

Computer hardware systems Software systems Database systems Discrete mathematics Scientific computing

Therefore, whenever you determine the outline of your bachelor’s or master thesis computer science outline, bear those categories in mind. They will help you narrow down your research to a specific area, thus saving you time and energy too!

Depending on your institution, you will have a specified outline for your computer science thesis. However, the following parts form the standard outline of any thesis paper for Masters or Ph.D.

  • Introduction (contains the background, statement of the problem, research questions, hypothesis, etc.)
  • Next is the literature review , which gives the theoretical framework of your research
  • The methodology section describes and justifies the methods to be used in data collection.
  • The results and discussion section gives answers to your research questions and explains their meaning.
  • Finally, the conclusion and recommendations review the findings and results and give a summary of the research.

The outline of a Master’s thesis in Computer Science or Ph. D. might vary depending on its requirements. Be sure to confirm with your professor on which outline to follow.

Master Thesis Computer Science Writing Guide

Writing such a large scale project is not something that can be done in a few days. The technicality of the computer science field makes it all the more complex. Some will tell you that it is more technical than coming up with a computer program.

That said, here are professionally handpicked tips for your Master Thesis in Computer Science:

  • Understand the purpose of your computer thesis If you are writing on a computer program, show a deeper knowledge and understanding of the unique and fresh program. Let the reader see that you have mastered your program to the core.
  • Begin writing early It is not something you can plan to do on the eve of the submission date. It will make your writing process light and highly motivational, especially with the voluminous books you will have to read.
  • Selecting your topic It is a task that sends chills down the spine of many students. Thus, your topic should not be too narrow or too broad – this will portray you as an amateur. Draw your computer science thesis topic from something you encountered during your coursework.
  • Keep reading To be precise, read a little, write a little, every day. It will surprise you how much ground you will have covered by the time you are submitting your thesis for review.

Latest Computer Science Thesis Topics For You!

Below is a comprehensive list of original computer science thesis topics for your inspiration:

  • A case study of the pitfalls of assembly languages used to develop applications, websites, and software.
  • Design and development of artificial intelligence systems
  • Process improvement techniques for the functionality of robots
  • An analysis of the factors that necessitate Java as one of the best programming languages
  • What is the place of ethical hacking in today’s digital society?
  • How to improve human-computer interaction
  • What is the potential of computer systems in combating terrorism and crime?
  • Identify how cyber-security enhances data confidentiality
  • The design and engineering of computer applications and other systems
  • Highlighting the differences between programming languages
  • How can organizations make use of data mining?
  • Identify efficient logistics in software architecture
  • The effect of globalization and its impact on database administration
  • A detailed investigation into the data availability and security
  • The influence and impact of emerging computer technologies on the healthcare system
  • Effect of training on knowledge performance in computer performance optimization
  • The behavior of network architecture within a computing environment
  • How can learning institutions implement computer systems for virtual and distance learning?
  • Why risk management is necessary for data protection and information security in companies
  • A detailed review of the role of education and industrialization on the development of computer systems.

From these topics, you can derive more computer science thesis topics for your presentation. Remember that the topic should be on a subject or field that is of interest to you. Settling on a complex and least researched topic might not be a good idea for you.

We can help you unearth more topics for your thesis paper. Read to the end to find out how?

Computer Science Thesis Topics

You need a computer science thesis topic before getting a computer science degree. Here is a list of interesting topics to create the best essay yet:

  • Explain how to Blockchain benefits big businesses
  • Discuss the conversation on using pet tracking chips
  • Examine how genetic sequencing works using a computer
  • How does IT help with security in financial institutions?
  • Discuss what digitization means for privacy in the medical field
  • What are the most effective ways to backup data in the medical field?
  • Discuss the limitations of communication and computation
  • Would you say the average ATM is secure?
  • Analyze an innovation that seems threatening but seems to be a favorite for the human race
  • Why should any business utilize open-source software, and how does it help with security?
  • Discuss the role of technology in the classroom
  • Discuss the personal or home use of quantum computers
  • Would you say embedded systems are changing how the world works?
  • What would you say about social media and technology trends
  • Will technology reduce recruitment in an industry (of your choosing)
  • How does technology affect human interactions, and will AI remedy that?
  • Examine the computer assistance that can help businesses perform efficient customer care
  • Analyze the technologies involved in casino live gambling
  • Would you say artificial intelligence is a threat or blessing to contemporary society
  • Explain if machine learning impact neurons and the way the brain works negatively
  • How does Big Data help corporations
  • Examine the average human’s knowledge of virtual reality through quantitative research
  • Philosophize the future of technology
  • Examine the future of programming languages and their efficiency
  • What is the most creative development in computer technology yet?

Computer Science Topics

If you are fascinated by computer science and technology, you may want to conduct in-depth research into several fields. Here are interesting topics for a computer science thesis to review:

  • Discuss databases, data mining, and how cryptocurrency works
  • Examine the network between neuron network and machine learning
  • How do robots and computers understand human language
  • Examine the role of mathematics in modeling computers
  • Discuss encryption and decryption of data
  • How does computer-aided learning work
  • How can you achieve usability in human-computer interaction
  • Are there any hacking ethics?
  • Discuss the advantages and disadvantages of the cloud storage
  • What are the cybersecurity threats in banking systems
  • Are there any loopholes in the technology of DAOs
  • How does Blockchain Technology help the world
  • Discuss the role of wireless systems in vehicles
  • Examine how biometric systems work in cars
  • Analyze how cryptography works.

Computer Science Research Topics

If you’ve ever wondered how technology and the world cooperate, here are some of the best topics to research and provide answers to for your essay or paper.

  • What is the nexus of technology and finance?
  • Examine the relationship between technology and healthcare
  • Can robots work without any human intervention?
  • How do computers interfere with forensics?
  • Discuss computer security and information and how they work
  • Examine the concerns of privacy in electronic health
  • What are the vulnerabilities in bioinformatics?
  • Explain the buildup of cyber-physical systems
  • How has deep learning helped an industry of your choice
  • What are the process computer take to analyze language
  • Discuss the basic techniques for computer security
  • Examine how natural language processing works
  • Give an overview of textual mining
  • How do deep visual models work?
  • What is meant by distributed data clustering?

Research Topics in Computer Science

Computer science deals with how computer systems work. It is all about computer programs, strategies for development, and how they help humans. Here are 15 topics for you:

  • Examine the role of computer technology in sports
  • How does technology boost the performance of professional athletes?
  • Would you say technology can lead to addiction?
  • Explore the strategies used in gaming technology
  • How does computer technology influence management solutions?
  • Discuss the role of technology in the engineering field
  • What is the future of information technology?
  • What are the key developments and trends that show the vulnerabilities of technology?
  • Using Tesla as a case study, what are technology’s vulnerabilities in automobile manufacturing and development.
  • What does psychology say about the different Advancements in technology
  • Examine the evolution of the gaming industry and how it has changed the perception of entertainment
  • Track the evolution of the entertainment industry and technology has helped propel it
  • What are the ways technology has propelled interactive media?
  • Discuss the ways technology has influenced sports betting
  • How has technology helped with fraud detection in the finance sector?

Computer Science Topics for Research

Being a computer science student means brainstorming, researching, and giving in-depth interpretations of why and how some things happen. Here are some relevant computer science research topics to steer your critical thinking skills:

  • Analyze technological innovations in the construction and real estate industries
  • Can AI have an impact on the economy of any country?
  • Technology has helped with the way we understand the environment: argue
  • Can technology help with how we solve the climate crisis?
  • What is the role of technology in social media marketing?
  • Discuss the technology companies like Google use to offer internet services
  • Deeply analyze why some Mobile phones cannot work in the US
  • How does the technology work in the creation of smart home systems?
  • Data mining and ethical concerns: what are they?
  • Will the 5-G network change how phones connect?
  • Discuss the most important technology trends since COVID-19
  • Why is facial scanning vulnerable to privacy breaches?
  • How can computer technology help in tracking crime and offenders?
  • What is the core buildup of math computing?
  • Explain the most effective and ethical ways to tackle identity theft.

Computer Science Help Online For Master’s and PhD. Students

With all the tips and tricks above in mind, you might still need professional Computer Science thesis writing help . Does this make you an amateur or a lazy student? No! Getting such help will increase your knowledge base while sharpening your thesis writing skills. Iron sharpens iron, so they say.

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Home > CICS > CS > CS_DISS

Computer Science

Computer Science Department Dissertations Collection

Dissertations from 2024 2024.

Enabling Privacy and Trust in Edge AI Systems , Akanksha Atrey, Computer Science

Generative Language Models for Personalized Information Understanding , Pengshan Cai, Computer Science

Towards Automatic and Robust Variational Inference , Tomas Geffner, Computer Science

Multi-SLAM Systems for Fault-Tolerant Simultaneous Localization and Mapping , Samer Nashed, Computer Science

Policy Gradient Methods: Analysis, Misconceptions, and Improvements , Christopher P. Nota, Computer Science

Data to science with AI and human-in-the-loop , Gustavo Perez Sarabia, Computer Science

Question Answering By Case-Based Reasoning With Textual Evidence , Dung N. Thai, Computer Science

Dissertations from 2023 2023

An Introspective Approach for Competence-Aware Autonomy , Connor Basich, Computer Science

Foundations of Node Representation Learning , Sudhanshu Chanpuriya, Computer Science

Learning to See with Minimal Human Supervision , Zezhou Cheng, Computer Science

IMPROVING USER EXPERIENCE BY OPTIMIZING CLOUD SERVICES , Ishita Dasgupta, Computer Science

Automating the Formal Verification of Software , Emily First, Computer Science

Learning from Sequential User Data: Models and Sample-efficient Algorithms , Aritra Ghosh, Computer Science

Human-Centered Technologies for Inclusive Collection and Analysis of Public-Generated Data , Mahmood Jasim, Computer Science

Rigorous Experimentation For Reinforcement Learning , Scott M. Jordan, Computer Science

Towards Robust Long-form Text Generation Systems , Kalpesh Krishna, Computer Science

Emerging Trustworthiness Issues in Distributed Learning Systems , Hamid Mozaffari, Computer Science

TOWARDS RELIABLE CIRCUMVENTION OF INTERNET CENSORSHIP , Milad nasresfahani, Computer Science

Evidence Assisted Learning for Clinical Decision Support Systems , Bhanu Pratap Singh Rawat, Computer Science

DESIGN AND ANALYSIS OF CONTENT CACHING SYSTEMS , Anirudh Sabnis, Computer Science

Quantifying and Enhancing the Security of Federated Learning , Virat Vishnu Shejwalkar, Computer Science

Effective and Efficient Transfer Learning in the Era of Large Language Models , Tu Vu, Computer Science

Data-driven Modeling and Analytics for Greening the Energy Ecosystem , John Wamburu, Computer Science

Bayesian Structural Causal Inference with Probabilistic Programming , Sam A. Witty, Computer Science

LEARNING TO RIG CHARACTERS , Zhan Xu, Computer Science

GRAPH REPRESENTATION LEARNING WITH BOX EMBEDDINGS , Dongxu Zhang, Computer Science

Dissertations from 2022 2022

COMBINATORIAL ALGORITHMS FOR GRAPH DISCOVERY AND EXPERIMENTAL DESIGN , Raghavendra K. Addanki, Computer Science

MEASURING NETWORK INTERFERENCE AND MITIGATING IT WITH DNS ENCRYPTION , Seyed Arian Akhavan Niaki, Computer Science

Few-Shot Natural Language Processing by Meta-Learning Without Labeled Data , Trapit Bansal, Computer Science

Communicative Information Visualizations: How to make data more understandable by the general public , Alyxander Burns, Computer Science

REINFORCEMENT LEARNING FOR NON-STATIONARY PROBLEMS , Yash Chandak, Computer Science

Modeling the Multi-mode Distribution in Self-Supervised Language Models , Haw-Shiuan Chang, Computer Science

Nonparametric Contextual Reasoning for Question Answering over Large Knowledge Bases , Rajarshi Das, Computer Science

Languages and Compilers for Writing Efficient High-Performance Computing Applications , Abhinav Jangda, Computer Science

Controllable Neural Synthesis for Natural Images and Vector Art , Difan Liu, Computer Science

Probabilistic Commonsense Knowledge , Xiang Li, Computer Science

DISTRIBUTED LEARNING ALGORITHMS: COMMUNICATION EFFICIENCY AND ERROR RESILIENCE , Raj Kumar Maity, Computer Science

Practical Methods for High-Dimensional Data Publication with Differential Privacy , Ryan H. McKenna, Computer Science

Incremental Non-Greedy Clustering at Scale , Nicholas Monath, Computer Science

High-Quality Automatic Program Repair , Manish Motwani, Computer Science

Unobtrusive Assessment of Upper-Limb Motor Impairment Using Wearable Inertial Sensors , Brandon R. Oubre, Computer Science

Mixture Models in Machine Learning , Soumyabrata Pal, Computer Science

Decision Making with Limited Data , Kieu My Phan, Computer Science

Neural Approaches for Language-Agnostic Search and Recommendation , Hamed Rezanejad Asl Bonab, Computer Science

Low Resource Language Understanding in Voice Assistants , Subendhu Rongali, Computer Science

Enabling Daily Tracking of Individual’s Cognitive State With Eyewear , Soha Rostaminia, Computer Science

LABELED MODULES IN PROGRAMS THAT EVOLVE , Anil K. Saini, Computer Science

Reliable Decision-Making with Imprecise Models , Sandhya Saisubramanian, Computer Science

Data Scarcity in Event Analysis and Abusive Language Detection , Sheikh Muhammad Sarwar, Computer Science

Representation Learning for Shape Decomposition, By Shape Decomposition , Gopal Sharma, Computer Science

Metareasoning for Planning and Execution in Autonomous Systems , Justin Svegliato, Computer Science

Approximate Bayesian Deep Learning for Resource-Constrained Environments , Meet Prakash Vadera, Computer Science

ANSWER SIMILARITY GROUPING AND DIVERSIFICATION IN QUESTION ANSWERING SYSTEMS , Lakshmi Nair Vikraman, Computer Science

Dissertations from 2021 2021

Neural Approaches to Feedback in Information Retrieval , Keping Bi, Computer Science

Sociolinguistically Driven Approaches for Just Natural Language Processing , Su Lin Blodgett, Computer Science

Enabling Declarative and Scalable Prescriptive Analytics in Relational Data , Matteo Brucato, Computer Science

Neural Methods for Answer Passage Retrieval over Sparse Collections , Daniel Cohen, Computer Science

Utilizing Graph Structure for Machine Learning , Stefan Dernbach, Computer Science

Enhancing Usability and Explainability of Data Systems , Anna Fariha, Computer Science

Algorithms to Exploit Data Sparsity , Larkin H. Flodin, Computer Science

3D Shape Understanding and Generation , Matheus Gadelha, Computer Science

Robust Algorithms for Clustering with Applications to Data Integration , Sainyam Galhotra, Computer Science

Improving Evaluation Methods for Causal Modeling , Amanda Gentzel, Computer Science

SAFE AND PRACTICAL MACHINE LEARNING , Stephen J. Giguere, Computer Science

COMPACT REPRESENTATIONS OF UNCERTAINTY IN CLUSTERING , Craig Stuart Greenberg, Computer Science

Natural Language Processing for Lexical Corpus Analysis , Abram Kaufman Handler, Computer Science

Social Measurement and Causal Inference with Text , Katherine A. Keith, Computer Science

Concentration Inequalities in the Wild: Case Studies in Blockchain & Reinforcement Learning , A. Pinar Ozisik, Computer Science

Resource Allocation in Distributed Service Networks , Nitish Kumar Panigrahy, Computer Science

History Modeling for Conversational Information Retrieval , Chen Qu, Computer Science

Design and Implementation of Algorithms for Traffic Classification , Fatemeh Rezaei, Computer Science

SCALING DOWN THE ENERGY COST OF CONNECTING EVERYDAY OBJECTS TO THE INTERNET , Mohammad Rostami, Computer Science

Deep Learning Models for Irregularly Sampled and Incomplete Time Series , Satya Narayan Shukla, Computer Science

Traffic engineering in planet-scale cloud networks , Rachee Singh, Computer Science

Video Adaptation for High-Quality Content Delivery , Kevin Spiteri, Computer Science

Learning from Limited Labeled Data for Visual Recognition , Jong-Chyi Su, Computer Science

Human Mobility Monitoring using WiFi: Analysis, Modeling, and Applications , Amee Trivedi, Computer Science

Geometric Representation Learning , Luke Vilnis, Computer Science

Understanding of Visual Domains via the Lens of Natural Language , Chenyun Wu, Computer Science

Towards Practical Differentially Private Mechanism Design and Deployment , Dan Zhang, Computer Science

Audio-driven Character Animation , Yang Zhou, Computer Science

Dissertations from 2020 2020

Noise-Aware Inference for Differential Privacy , Garrett Bernstein, Computer Science

Motion Segmentation - Segmentation of Independently Moving Objects in Video , Pia Katalin Bideau, Computer Science

An Empirical Assessment of the Effectiveness of Deception for Cyber Defense , Kimberly J. Ferguson-Walter, Computer Science

Integrating Recognition and Decision Making to Close the Interaction Loop for Autonomous Systems , Richard Freedman, Computer Science

Improving Reinforcement Learning Techniques by Leveraging Prior Experience , Francisco M. Garcia, Computer Science

Optimization and Training of Generational Garbage Collectors , Nicholas Jacek, Computer Science

Understanding the Dynamic Visual World: From Motion to Semantics , Huaizu Jiang, Computer Science

Improving Face Clustering in Videos , SouYoung Jin, Computer Science

Reasoning About User Feedback Under Identity Uncertainty in Knowledge Base Construction , Ariel Kobren, Computer Science

Learning Latent Characteristics of Data and Models using Item Response Theory , John P. Lalor, Computer Science

Higher-Order Representations for Visual Recognition , Tsung-Yu Lin, Computer Science

Learning from Irregularly-Sampled Time Series , Steven Cheng-Xian Li, Computer Science

Dynamic Composition of Functions for Modular Learning , Clemens GB Rosenbaum, Computer Science

Improving Visual Recognition With Unlabeled Data , Aruni Roy Chowdhury, Computer Science

Deep Neural Networks for 3D Processing and High-Dimensional Filtering , Hang Su, Computer Science

Towards Optimized Traffic Provisioning and Adaptive Cache Management for Content Delivery , Aditya Sundarrajan, Computer Science

The Limits of Location Privacy in Mobile Devices , Keen Yuun Sung, Computer Science

ALGORITHMS FOR MASSIVE, EXPENSIVE, OR OTHERWISE INCONVENIENT GRAPHS , David Tench, Computer Science

System Design for Digital Experimentation and Explanation Generation , Emma Tosch, Computer Science

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179+ Computer Science Thesis Topics – Explore Exciting Research Opportunities

Dec 17, 2023

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Dec 17, 2023 | Topics

Embarking on your Computer Science thesis journey opens up exciting possibilities. Selecting the right research topic in computer science is key – think of it as the heart of your dissertation. 

As a computer science student, you might wonder, “What makes a good topic?” Well, it’s a blend of your interests and the current trends in computer technology. We’re here to guide you through a range of master’s research topics, unveiling the latest computer science research areas for 2023. 

Your thesis is more than a graduation requirement; it’s a chance to contribute to the ever-evolving field. So, let’s explore the landscape of science research topics for 2023 and find the perfect topic to set you on the path to a stellar research paper.

Ready to dive into the exciting world of Computer Science Thesis Topics? Let’s embark on this academic adventure together!

Why is Research in Computer Science Important?

Research in Computer Science is like exploring uncharted territories of a vast digital universe. Have you ever wondered why it’s such a big deal? Well, buckle up because we’re about to uncover the significance of research in this exciting field!

  • Innovation Galore: Imagine your favorite app – how did it become so awesome? Research! It fuels the innovation engine, helping developers create new software, apps, and technologies that make our lives easier and more fun. So, the next time you’re zipping through a game or smoothly navigating a website, remember – it all starts with research.
  • Solving Real-World Problems: Have you ever faced a tech issue and wished someone had a solution? That’s where research steps in. It tackles real-world problems, from cybersecurity threats to making our gadgets smarter. Researchers are like digital detectives, solving puzzles to make our tech world safer and more efficient.
  • Staying Ahead of the Curve: Technology evolves faster than the latest viral meme. Research keeps computer scientists ahead of the curve by exploring emerging trends. It’s like having a crystal ball, allowing experts to predict what’s next and prepare for tomorrow’s tech.
  • Pushing the Boundaries: Computer scientists are the pioneers of the digital frontier. Research pushes the boundaries of what’s possible, opening doors to new realms like artificial intelligence, quantum computing, and more. It’s about dreaming big and turning those dreams into digital realities.

List Of Few Latest Thesis Topics In Computer Science 

  • Enhancing Virtual Reality Experiences Through Advanced Machine Learning Algorithms
  • A Comprehensive Analysis of Natural Language Processing Techniques for Sentiment Analysis in Social Media Data
  • Leveraging Machine Learning in Healthcare: Predictive Methodology for Early Disease Detection
  • Exploring Innovative Approaches to Data Analysis in the Era of Big Data and IoT
  • Secure Data Transmission in Cloud Environments: A Novel Perspective on Network Security
  • Developing Robust Machine Learning Models for Anomaly Detection in Cybersecurity
  • Advancements in Natural Language Processing for Multilingual Chatbot Development
  • Integrating Machine Learning and Virtual Reality for Enhanced Training Simulations in Complex Environments

Latest And Trending Research Topics In Cloud Computing 

  • Serverless Computing Architectures: Efficiency and Scalability in the Cloud
  • Edge Computing in 5G Networks: Enhancing Latency and Bandwidth
  • Federated Learning in Cloud Environments: Privacy-Preserving Machine Learning
  • Containerization Technologies for Portable and Scalable Cloud Applications
  • Energy-Efficient Data Centers: Green Computing in Cloud Infrastructure
  • Cloud-Native Security: Threats, Challenges, and Mitigation Strategies
  • Multi-Cloud and Hybrid Cloud Strategies for Flexible and Resilient Systems
  • Blockchain Integration in Cloud Computing: Decentralized Trust and Security

List Of Few Latest And Trending Research Topics In Big Data 

  • Real-Time Big Data Analytics: Challenges and Solutions
  • Explainable AI for Interpretable Insights from Big Data Models
  • Federated Learning in Big Data Environments: Privacy and Collaboration
  • Graph Databases and Analytics: Unveiling Patterns in Complex Networks
  • Big Data in Healthcare: Predictive Analytics for Disease Prevention
  • Streaming Data Processing in the Era of the Internet of Things (IoT)
  • Big Data Governance: Ensuring Quality, Security, and Compliance
  • Ethical Considerations in Big Data Research and Decision-Making

Latest Topics for Pursuing Research in Technology and Computer Science

  • Emerging Trends in Edge Computing: Challenges and Opportunities
  • Robotic Process Automation for Streamlining Business Operations
  • Cross-disciplinary Applications of Artificial Intelligence in Healthcare
  • Sustainable Computing: Green Technologies for Energy-Efficient Systems
  • Cyber-Physical Systems Security in the Era of Industry 4.0
  • Advancements in Natural Language Processing for Human-Machine Communication
  • Quantum Machine Learning: Harnessing the Power of Quantum Computing
  • Ethical Considerations in the Development and Deployment of Autonomous Systems

Computer Science Thesis Topics/Ideas: Algorithms & Data Structures

  • Optimal Data Structures for Efficient Graph Traversal in Social Networks
  • Parallel Algorithms for High-Performance Sorting on Modern Multicore Processors
  • Dynamic Memory Management in Real-Time Systems: A Comparative Analysis
  • Adaptive Hashing Techniques for Fast Data Retrieval in Large Databases
  • Data Compression Algorithms for Enhancing Storage Efficiency in Cloud Computing
  • Blockchain Data Structures: Exploring Novel Approaches for Distributed Ledgers
  • Graph Partitioning Algorithms for Load Balancing in Distributed Computing Systems
  • Memory-Efficient Data Structures for Big Data Analytics in Streaming Platforms

Computer Science Thesis Topics in Internet of Things (IOT)

  • Secure and Efficient Key Management Protocols for IoT Devices
  • Edge Computing in IoT: Optimizing Latency and Bandwidth Usage
  • Machine Learning-Based Anomaly Detection for IoT Security
  • Energy-Efficient Communication Protocols for IoT Networks
  • Blockchain Technology for Ensuring Trust and Integrity in IoT Data
  • Privacy-Preserving Techniques for Personal Data in IoT Applications
  • Integration of IoT and Fog Computing for Real-Time Data Processing
  • Scalable and Robust Architectures for Large-Scale IoT Deployments

List Of Few Latest And Trending Research Topics In Manet 

  • Cross-layer optimization for Improved Performance in Mobile Ad Hoc Networks (MANETs)
  • Energy-Efficient Routing Protocols for Resource-Constrained MANET Devices
  • Security Challenges and Solutions in MANETs: A Comprehensive Study
  • Mobility Management and Handover Optimization in MANETs
  • Artificial Intelligence-Based Intrusion Detection Systems for MANET Security
  • Quality of Service (QoS) Enhancement in MANETs for Multimedia Applications
  • Dynamic Spectrum Access and Cognitive Radio in MANETs for Spectrum Efficiency
  • Internet of Things (IoT) Integration with MANETs for Smart and Connected Environments

💡 Technologies & Computer Science: Research Ideas

  • Explainable Artificial Intelligence: Bridging the Gap Between Accuracy and Interpretability
  • Robotic Swarm Intelligence for Collaborative Problem Solving
  • Federated Learning Approaches for Privacy-Preserving Machine Learning
  • Cyber-Physical Systems and their Impact on Smart Cities
  • Augmented Reality Applications in Education: Enhancing Learning Experiences
  • Human-Robot Interaction in Social and Service Settings
  • Blockchain Technology for Decentralized Identity Management
  • Sustainable Computing Practices: Green IT Solutions for Environmental Conservation

List Of Few Latest And Trending Research Topics In Image Processing 

  • Deep Learning Approaches for Image Super-Resolution
  • Multi-modal Image Fusion Techniques for Enhanced Visual Perception
  • Explainable AI for Image Classification: Interpretable Models and Feature Attribution
  • Generative Adversarial Networks (GANs) for Style Transfer in Images
  • Medical Image Analysis using Convolutional Neural Networks (CNNs)
  • Content-Based Image Retrieval using Semantic Embeddings
  • Real-time Object Detection and Recognition in Video Streams
  • Image Forgery Detection and Forensics: Advances in Manipulation Detection

Computer Science ThesisTopics & Ideas: Human-Computer Interaction

  • User-Centric Design of Virtual Reality Interfaces for Enhanced User Experience
  • Accessibility in Human-Computer Interaction: Inclusive Design for Diverse User Needs
  • Emotional Intelligence in Human-Computer Interaction: Designing Empathetic Systems
  • Gesture Recognition Interfaces for Intuitive Human-Machine Interaction
  • Cognitive Load and Usability: Evaluating the Impact on User Performance
  • Natural Language Interfaces for Smart Homes: Enhancing User Interaction
  • Gamification in User Interfaces: Motivating User Engagement and Productivity
  • Usability Testing and User Experience Evaluation in Mobile Application Design

Computer Science ThesisTopics & Ideas: Software Engineering

  • Continuous Integration and Deployment in Agile Software Development
  • DevOps Practices and their Impact on Software Quality and Deployment Speed
  • Software Maintenance and Evolution: Strategies for Legacy System Modernization
  • Model-Driven Development for Efficient Software Engineering Processes
  • Code Smells Detection and Refactoring Techniques in Software Projects
  • Security-Centric Software Development: Integrating Security from Inception
  • Test Automation in Software Testing: Frameworks and Best Practices
  • Software Architecture Patterns for Scalable and Maintainable Systems

Computer Science Thesis Topics & Ideas: Artificial Intelligence (AI)

  • Explainable AI: Interpretable Models for Transparent Decision-Making
  • Transfer Learning in Deep Neural Networks for Improved Generalization
  • Reinforcement Learning in Robotics: Adaptive Control and Policy Optimization
  • Natural Language Generation: Generating Human-Like Text with AI
  • AI for Healthcare: Predictive Modeling and Decision Support Systems
  • Meta-Learning Algorithms for Few-Shot Learning in AI Systems
  • Adversarial Machine Learning: Robustness and Security in AI Models
  • AI in Autonomous Vehicles: Perception, Planning, and Decision-Making

Computer Science Thesis Topics & Ideas: Data Warehousing

  • Scalable Architectures for Real-Time Data Warehousing
  • Data Integration and ETL Processes in Modern Data Warehousing
  • Cloud-Based Data Warehousing Solutions: Performance and Security Considerations
  • Data Quality Management in Data Warehousing Environments
  • Big Data Analytics and Machine Learning in Data Warehousing
  • Temporal Data Warehousing: Managing Time-Varying Data
  • Blockchain Technology in Data Warehousing for Enhanced Security
  • Data Warehousing for Business Intelligence: Trends and Future Directions

💾 Top 10 Computer Science Research Topics

  • Quantum Computing: Algorithms and Applications
  • Explainable Artificial Intelligence for Transparent Decision-Making
  • Edge Computing and its Impact on IoT Systems
  • Ethical Considerations in the Development of AI and Autonomous Systems
  • Cybersecurity in the Age of Advanced Persistent Threats
  • Human Augmentation Technologies: Challenges and Opportunities
  • Sustainable Computing Practices for Green IT Solutions
  • Blockchain Beyond Cryptocurrencies: Diverse Applications and Challenges
  • Cross-disciplinary Approaches to Healthcare Informatics
  • Social Computing: Understanding and Addressing Online Misinformation

Computer Science Thesis Topics List

  • Cognitive Computing Applications: Enhancing Human-Machine Interaction
  • Software Defined Networking: Innovations in Network Architecture
  • Adaptive Cybersecurity Strategies: Dynamic Approaches to Threat Mitigation
  • Cross-Platform Mobile App Development: Frameworks and Best Practices
  • Integrating Blockchain Technology into Supply Chain Management
  • Cloud-Native Application Development and Microservices Architecture
  • Quantum Computing Algorithms for Optimization Problems
  • Human-Computer Interaction in Augmented Reality Environments

Computer Science Master Thesis Topics

  • Deep Reinforcement Learning for Autonomous Systems Navigation
  • Privacy-Preserving Machine Learning in Decentralized Environments
  • Cyber-Physical Systems Security: Threat Modeling and Mitigation
  • Cloud-Native Microservices Architecture: Design and Optimization
  • Explainable AI in Healthcare: Interpretability of Predictive Models
  • Cutting-edge techniques in Computer Vision for Object Recognition
  • Blockchain-Based Solutions for Securing Internet of Things (IoT) Devices
  • Autonomous Systems and Reinforcement Learning for Dynamic Path Planning

Computer Science Thesis Topics For Undergraduate

  • Design and Implementation of a Web-Based E-commerce Platform
  • Development of a Mobile Application for Health and Fitness Tracking
  • Analysis and Optimization of Sorting Algorithms for Efficiency
  • Building a Simple Operating System Kernel for Educational Purposes
  • Cybersecurity Awareness and Education: A Gamified Approach for Users
  • Explainable Artificial Intelligence: Bridging the Gap Between Model Complexity and Interpretability
  • Advanced Cryptographic Protocols for Privacy-Preserving Data Sharing

Master Thesis Topics In Computer Science

  • Quantum Machine Learning Algorithms: Theory and Applications
  • Augmented Reality in Education: Enhancing Learning Experiences
  • Secure Multi-Party Computation for Privacy-Preserving Data Analysis
  • Natural Language Processing for Code Summarization in Software Engineering
  • Blockchain-based Solutions for Supply Chain Transparency and Security

Master’s Degree Thesis Topics Computer Science

  • Efficient Parallel Processing Techniques for Big Data Analytics
  • Human-Robot Interaction in Collaborative Manufacturing Environments
  • Privacy-Preserving Machine Learning in Cloud Computing Environments
  • Adaptive Security Measures for Internet of Things (IoT) Networks
  • Application of Reinforcement Learning in Autonomous Vehicles: Challenges and Solutions

Ph.D. Thesis Topics In Computer Science

  • Unsupervised Learning Approaches for Discovering Complex Patterns in Big Data
  • Ethical Considerations in Artificial Intelligence: Developing Responsible AI Systems
  • Cyber-Physical Systems Security: Advanced Threat Detection and Mitigation
  • Quantum Computing Algorithms: Design and Analysis for Real-World Applications
  • Integrating Blockchain Technology into Decentralized Autonomous Organizations (DAOs)

Thesis In Computer Science Topics

  • Dynamic Resource Allocation in Cloud Computing Environments
  • Enhancing Cybersecurity Posture Through Threat Intelligence Integration
  • Natural Language Processing for Sentiment Analysis in Social Media Data
  • Mobile Application Security: Vulnerability Assessment and Mitigation
  • Graph-Based Machine Learning Algorithms for Network Anomaly Detection

Thesis Topics For Computer Science

  • Blockchain Technology and Smart Contracts: Security and Applications
  • Human-Computer Interaction in Virtual Reality Environments
  • Deep Learning for Image Captioning: Algorithms and Evaluation
  • Scalable and Fault-Tolerant Distributed Systems: Design and Implementation
  • Data Privacy in the Era of Big Data: Challenges and Solutions

Thesis Topics For Masters In Computer Science

  • Explainable Artificial Intelligence: Interpretability and Accountability
  • Cross-Platform Mobile Application Development: Frameworks and Best Practices
  • Network Function Virtualization: Architecture and Performance Optimization
  • Machine Learning for Cybersecurity: Threat Detection and Response
  • Integration of Blockchain Technology in Healthcare Information Systems

 Undergraduate Thesis Topics For Computer Science

  • Design and Implementation of a Web-Based Student Information System
  • Comparative Analysis of Sorting Algorithms for Time Complexity
  • Development of a Simple Operating System Kernel for Educational Purposes
  • Building a Multiplayer Online Game: Networking and Security Considerations
  • Cybersecurity Awareness and Education: A User-Centric Approach

MSc Computer Science Thesis Topics List

  • Machine Learning Approaches for Fraud Detection in Financial Transactions
  • Internet of Things (IoT) Analytics: Processing and Analyzing Sensor Data
  • Explainable AI in Healthcare: Interpretable Models for Clinical Decision Support
  • Graph Databases and Analytics for Social Network Analysis
  • Quantum Computing Algorithms: Implementations and Applications
  • Blockchain-Based Solutions for Supply Chain Traceability and Transparency
  • Adaptive User Interfaces for Personalized E-Learning Experiences

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What is the best thesis for computer science?

The best thesis for computer science depends on your specific interests and goals. Consider areas like artificial intelligence, cybersecurity, or data science for a well-rounded choice.

Which topic is best for research in computer science?

The best research topic in computer science varies based on your preferences and expertise. Explore emerging fields like quantum computing, machine learning, or blockchain for innovative and impactful research.

How do I choose a research topic for Masters in computer science?

When choosing a research topic for a Master’s in computer science, focus on your passion and the latest trends in the field. Identify a topic that aligns with your career goals and offers opportunities for exploration and contribution.

Which topic is best for PhD in computer science?

Selecting the best topic for a Ph.D. in computer science involves finding a niche where you can make a significant contribution. Consider areas like artificial intelligence, big data, or cybersecurity, with room for groundbreaking research and advancements.

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100 Great Computer Science Research Topics Ideas for 2023

Computer science research paper topics

Being a computer student in 2023 is not easy. Besides studying a constantly evolving subject, you have to come up with great computer science research topics at some point in your academic life. If you’re reading this article, you’re among many other students that have also come to this realization.

Interesting Computer Science Topics

Awesome research topics in computer science, hot topics in computer science, topics to publish a journal on computer science.

  • Controversial Topics in Computer Science

Fun AP Computer Science Topics

Exciting computer science ph.d. topics, remarkable computer science research topics for undergraduates, incredible final year computer science project topics, advanced computer science topics, unique seminars topics for computer science, exceptional computer science masters thesis topics, outstanding computer science presentation topics.

  • Key Computer Science Essay Topics

Main Project Topics for Computer Science

  • We Can Help You with Computer Science Topics

Whether you’re earnestly searching for a topic or stumbled onto this article by accident, there is no doubt that every student needs excellent computer science-related topics for their paper. A good topic will not only give your essay or research a good direction but will also make it easy to come up with supporting points. Your topic should show all your strengths as well.

Fortunately, this article is for every student that finds it hard to generate a suitable computer science topic. The following 100+ topics will help give you some inspiration when creating your topics. Let’s get into it.

One of the best ways of making your research paper interesting is by coming up with relevant topics in computer science . Here are some topics that will make your paper immersive:

  • Evolution of virtual reality
  • What is green cloud computing
  • Ways of creating a Hopefield neural network in C++
  • Developments in graphic systems in computers
  • The five principal fields in robotics
  • Developments and applications of nanotechnology
  • Differences between computer science and applied computing

Your next research topic in computer science shouldn’t be tough to find once you’ve read this section. If you’re looking for simple final year project topics in computer science, you can find some below.

  • Applications of the blockchain technology in the banking industry
  • Computational thinking and how it influences science
  • Ways of terminating phishing
  • Uses of artificial intelligence in cyber security
  • Define the concepts of a smart city
  • Applications of the Internet of Things
  • Discuss the applications of the face detection application

Whenever a topic is described as “hot,” it means that it is a trendy topic in computer science. If computer science project topics for your final years are what you’re looking for, have a look at some below:

  • Applications of the Metaverse in the world today
  • Discuss the challenges of machine learning
  • Advantages of artificial intelligence
  • Applications of nanotechnology in the paints industry
  • What is quantum computing?
  • Discuss the languages of parallel computing
  • What are the applications of computer-assisted studies?

Perhaps you’d like to write a paper that will get published in a journal. If you’re searching for the best project topics for computer science students that will stand out in a journal, check below:

  • Developments in human-computer interaction
  • Applications of computer science in medicine
  • Developments in artificial intelligence in image processing
  • Discuss cryptography and its applications
  • Discuss methods of ransomware prevention
  • Applications of Big Data in the banking industry
  • Challenges of cloud storage services in 2023

 Controversial Topics in Computer Science

Some of the best computer science final year project topics are those that elicit debates or require you to take a stand. You can find such topics listed below for your inspiration:

  • Can robots be too intelligent?
  • Should the dark web be shut down?
  • Should your data be sold to corporations?
  • Will robots completely replace the human workforce one day?
  • How safe is the Metaverse for children?
  • Will artificial intelligence replace actors in Hollywood?
  • Are social media platforms safe anymore?

Are you a computer science student looking for AP topics? You’re in luck because the following final year project topics for computer science are suitable for you.

  • Standard browser core with CSS support
  • Applications of the Gaussian method in C++ development in integrating functions
  • Vital conditions of reducing risk through the Newton method
  • How to reinforce machine learning algorithms.
  • How do artificial neural networks function?
  • Discuss the advancements in computer languages in machine learning
  • Use of artificial intelligence in automated cars

When studying to get your doctorate in computer science, you need clear and relevant topics that generate the reader’s interest. Here are some Ph.D. topics in computer science you might consider:

  • Developments in information technology
  • Is machine learning detrimental to the human workforce?
  • How to write an algorithm for deep learning
  • What is the future of 5G in wireless networks
  • Statistical data in Maths modules in Python
  • Data retention automation from a website using API
  • Application of modern programming languages

Looking for computer science topics for research is not easy for an undergraduate. Fortunately, these computer science project topics should make your research paper easy:

  • Ways of using artificial intelligence in real estate
  • Discuss reinforcement learning and its applications
  • Uses of Big Data in science and medicine
  • How to sort algorithms using Haskell
  • How to create 3D configurations for a website
  • Using inverse interpolation to solve non-linear equations
  • Explain the similarities between the Internet of Things and artificial intelligence

Your dissertation paper is one of the most crucial papers you’ll ever do in your final year. That’s why selecting the best ethics in computer science topics is a crucial part of your paper. Here are some project topics for the computer science final year.

  • How to incorporate numerical methods in programming
  • Applications of blockchain technology in cloud storage
  • How to come up with an automated attendance system
  • Using dynamic libraries for site development
  • How to create cubic splines
  • Applications of artificial intelligence in the stock market
  • Uses of quantum computing in financial modeling

Your instructor may want you to challenge yourself with an advanced science project. Thus, you may require computer science topics to learn and research. Here are some that may inspire you:

  • Discuss the best cryptographic protocols
  • Advancement of artificial intelligence used in smartphones
  • Briefly discuss the types of security software available
  • Application of liquid robots in 2023
  • How to use quantum computers to solve decoherence problem
  • macOS vs. Windows; discuss their similarities and differences
  • Explain the steps taken in a cyber security audit

When searching for computer science topics for a seminar, make sure they are based on current research or events. Below are some of the latest research topics in computer science:

  • How to reduce cyber-attacks in 2023
  • Steps followed in creating a network
  • Discuss the uses of data science
  • Discuss ways in which social robots improve human interactions
  • Differentiate between supervised and unsupervised machine learning
  • Applications of robotics in space exploration
  • The contrast between cyber-physical and sensor network systems

Are you looking for computer science thesis topics for your upcoming projects? The topics below are meant to help you write your best paper yet:

  • Applications of computer science in sports
  • Uses of computer technology in the electoral process
  • Using Fibonacci to solve the functions maximum and their implementations
  • Discuss the advantages of using open-source software
  • Expound on the advancement of computer graphics
  • Briefly discuss the uses of mesh generation in computational domains
  • How much data is generated from the internet of things?

A computer science presentation requires a topic relevant to current events. Whether your paper is an assignment or a dissertation, you can find your final year computer science project topics below:

  • Uses of adaptive learning in the financial industry
  • Applications of transitive closure on graph
  • Using RAD technology in developing software
  • Discuss how to create maximum flow in the network
  • How to design and implement functional mapping
  • Using artificial intelligence in courier tracking and deliveries
  • How to make an e-authentication system

 Key Computer Science Essay Topics

You may be pressed for time and require computer science master thesis topics that are easy. Below are some topics that fit this description:

  • What are the uses of cloud computing in 2023
  • Discuss the server-side web technologies
  • Compare and contrast android and iOS
  • How to come up with a face detection algorithm
  • What is the future of NFTs
  • How to create an artificial intelligence shopping system
  • How to make a software piracy prevention algorithm

One major mistake students make when writing their papers is selecting topics unrelated to the study at hand. This, however, will not be an issue if you get topics related to computer science, such as the ones below:

  • Using blockchain to create a supply chain management system
  • How to protect a web app from malicious attacks
  • Uses of distributed information processing systems
  • Advancement of crowd communication software since COVID-19
  • Uses of artificial intelligence in online casinos
  • Discuss the pillars of math computations
  • Discuss the ethical concerns arising from data mining

We Can Help You with Computer Science Topics, Essays, Thesis, and Research Papers

We hope that this list of computer science topics helps you out of your sticky situation. We do offer other topics in different subjects. Additionally, we also offer professional writing services tailor-made for you.

We understand what students go through when searching the internet for computer science research paper topics, and we know that many students don’t know how to write a research paper to perfection. However, you shouldn’t have to go through all this when we’re here to help.

Don’t waste any more time; get in touch with us today and get your paper done excellently.

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A list of master’s thesis topics in computer science

by Bastis Consultores | Aug 2, 2021 | Educational News | 1 comment

thesis titles for computer science

Choosing a topic for your master’s thesis is a very important step. It all depends, to a large extent, on your interests and abilities. During your studies you have surely discovered the areas of computer science that you are good at and which of them you plan to improve in the future. Before you embark on a topic search, consider the following suggestions to help you craft an initial strategy.

Suggestions when choosing a Master’s Thesis topic

First of all, you have to choose a good supervisor or academic advisor. It is very important that you collaborate with a teacher whose interests match your topic; otherwise, you will benefit little from the writing process. Ask questions and find out if previous students were satisfied with their supervision.

Introduction to Computer Science Dissertations

A master’s degree in Information and Communications Technology is designed to meet the requirements of people working as different professionals, such as academics, administrators and managers, technical staff, trainers and developers in the private or public sectors. A master’s degree in computer science combines theory and educational practice to create a learning experience that allows for the development of skills that can be applied to complicated real-world problems.

The MSc in Computer Science aims to improve knowledge of how computer systems, software and applications, as well as other forms of communication technologies, can be used to drive economic growth, improve learning capacity, encourage greater communication and socialisation and generally improve living standards.

Thinking about the subfields of computer science that interest you

When looking for a thesis topic, don’t just focus on the defended works. Again, ask your teacher to give you a list of current topics in the field of computer science that are underdeveloped. Your professors have deep experience and are aware of all directions of research conducted in their areas of scientific interest. They can suggest a great idea and help you put it into practice. Here are some ideas:

Programme structure (old and new programme structures)

Computer security (privacy and openness)

Relationships between hardware and software (adaptation of hardware to software)

Complexity theory (computational problems, mathematical questions)

Algorithms and architectures (machine learning, hardware architectures)

Artificial intelligence (computer systems capable of recognizing speech and making decisions)

Bioinformatics (modelling of human body processes)

Databases and information retrieval (collection of information and creation of easy access to it)

Multimedia (creative technologies, animation, graphics, audio)

Computational linguistics (natural language processing, machine translation, speech recognition)

You can also work in the following fields, which have been very popular in the Master’s Theses of the Pontifical Catholic University of Peru

Image Processing

Data Mining

Cloud Computing

Network Security

Service Computing [ Web Service ]

Social sensor networks

Software-defined networking

Software reengineering

Telecommunications Engineering

Text mining

Pixel per inch

Ad hoc network

Ad hoc vehicle network

Video streaming

Visual cryptography

Soft computing

Wireless body area network

No cables [Redes inalámbricas]

Wireless sensor networks

Natural language processing

Audio, voice and language processing

Brain-computer interface

Reliable and secure computing

Information security and forensics

Internet Computing

Learning technologies

Systems and cybernetics

Context-aware computing

Mobile Cloud Computing

Consider the following list of ideas according to the latest theses defended at the Technological Institute of Costa Rica

New methodologies in the teaching of computer science.

Measurement methods and software management.

Management of business processes and data.

Detection of traps in online games: a behavioral approach.

Information security and cryptography.

Real-time systems.

Route planning for tourism applications.

Data mining for environmental problems.

Real-time traffic data to model the impact of traffic accidents on the road network.

Computer-aided educational process.

Security in cloud computing.

Optical character recognition.

Search and rescue robots: movement and trajectory planning.

Computational neurobiology.

Computer DNA analysis.

Examples of topic ideas for a Master’s Thesis in Computer Science project

Taking into consideration, the ideas presented above, here are the following examples:

A study to evaluate the challenges and benefits of using robotics in the offer of services.

Artificial intelligence is being used to develop automatic robotics, such as robots used in Japan to care for older adults. This study will evaluate the challenges and benefits associated with the use of robots in the provision of services.

Impact of virtual reality systems on product promotion

Virtual reality technology has made it possible to develop a 3D environment with which people can interact as if it were a physical environment. This study will examine how the introduction of virtual reality has led to the growth of product promotion. The research will also examine the benefits in terms of costs and how the technology can be adopted in a company for use in product promotion.

Improve mobile battery life and processing power through cloud computing

The battery life of mobile phones in many of the smartphones on the market today is between two and twelve hours. This has become a major setback for the use of mobile technology, especially in areas where there are no electrical connections. This study will assess how cloud computing technology could be used to improve the battery life of mobile phones, testing the processing power of smartphones.

Integration of natural language processing in Microsoft office.

Microsoft office is very popular for its efficient services, especially in writing. However, its use is limited to people who understand the use of computers and is limited in common languages. This study will examine how natural language processing could be used to integrate indigenous language into Microsoft’s office suite.

Use of big data analytics in the detection of irresponsible use of social networks

The innovation of big data analytics (BDA) has helped many companies process real-time data from multiple sources. This has made it possible to improve the decision-making procedure and monitoring processes. This study will examine how BDA could be used in a company to control irresponsible social media use.

Assessment of the effects of database security mechanisms on system performance

Security mechanisms are very important for any database because they help detect and prevent any form of cyberattack. However, some security mechanisms have overhead costs or performance issues that slow down service delivery. This study will examine how the security mechanisms of database systems affect the performance of systems.

Remember that computer science is widely used today in different fields. Its application ranges from physics and medicine to education and entertainment. You can focus on the theoretical part of a certain topic or present your ideas about the practical use of a specific program.

An overview of various business stimulation tools; assessment of its impact on student learning in tertiary business school

Information and communication technologies have greatly improved the efficiency of business processes, making the functions of the organization more effective. Multimedia advances have also provided stronger platforms for information sharing, socialization and entertainment. Business process designs and multimedia information systems are key research areas in information and communication technologies.

M-Government; benefits and outcomes of mobile government for connected societies

Multi-agent systems allow for a higher level of collaboration between multiple agents working together to achieve a common goal. Coinciding with advances in the field of artificial intelligence, multi-agent systems are moving towards a higher level of adaptability. Stimulation programs are also an important stream of intelligent computer programs that aim to work in highly complex scenarios.

Encouraging the use of e-commerce in Saudi Arabia in light of existing challenges

The growing power of the Internet, software as a service (SAAS) is a booming trend that opens up many new research opportunities.

Implications of cloud computing for the multimedia industry

With the advancement of information and communication technologies, security remains one of the biggest concerns and also an important field of research.

Interpretation of information systems security management

The security management of information systems is evaluated according to the business environment, the organizational culture, the expectations and obligations of the different roles, the meanings of the different actions and the related behavioral patterns. The results of the two case studies show that inadequate analysis, design and management of computer-based information systems affect the integrity and integrity of an organization. As a result, the likelihood of adverse events occurs increases. In such an environment, it is very likely that security measures will be ignored or inadequate for the real needs of an organization. Therefore, what is needed is consistency between computer-based information systems and the business environment in which they are integrated.

A framework for assessing the quality of customer information

This thesis addresses a widespread, significant and persistent problem in the practice of information systems: the lack of investment in the quality of information about customers. Many organizations need clear financial models to undertake investments in their information systems and related processes. However, there are no widely accepted approaches to rigorously articulate the costs and benefits of potential improvements in the quality of customer information. This can result in low-quality customer information that impacts the broader goals of the organization.

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Home > College of Natural Sciences > COMPUTERSCI-ENGINEERING > COMPUTERSCI-ENGINEERING-ETD

Computer Science and Engineering Theses, Projects, and Dissertations

Theses/projects/dissertations from 2023 2023.

CLASSIFICATION OF LARGE SCALE FISH DATASET BY DEEP NEURAL NETWORKS , Priyanka Adapa

GEOSPATIAL WILDFIRE RISK PREDICTION USING DEEP LEARNING , Abner Alberto Benavides

HUMAN SUSPICIOUS ACTIVITY DETECTION , Nilamben Bhuva

MAX FIT EVENT MANAGEMENT WITH SALESFORCE , AKSHAY DAGWAR

MELANOMA DETECTION BASED ON DEEP LEARNING NETWORKS , Sanjay Devaraneni

Heart Disease Prediction Using Binary Classification , Virendra Sunil Devare

CLASSIFICATION OF THORAX DISEASES FROM CHEST X-RAY IMAGES , Sharad Jayusukhbhai Dobariya

WEB BASED MANAGEMENT SYSTEM FOR HOUSING SOCIETY , Likhitha Reddy Eddala

Sales and Stock Management System , Rashmika Gaddam Ms

CONTACTLESS FOOD ORDERING SYSTEM , Rishivar Kumar Goli

RESTAURANT MANAGEMENT WEBSITE , Akhil Sai Gollapudi

DISEASE OF LUNG INFECTION DETECTION USING CNN MODEL -BAYESIAN OPTIMIZATION , poojitha gutha

DATA POISONING ATTACKS ON PHASOR MEASUREMENT UNIT DATA , Rutuja Sanjeev Haridas

CRIME MAPPING ANALYSIS USING WEB APPLICATION. , Lavanya Krishnappa

A LONG-TERM FUNDS PREDICTOR BASED ON DEEP LEARNING , SHUIYI KUANG

LIVER SEGMENTATION AND LESION DETECTION IN MEDICAL IMAGES USING A DEEP LEARNING-BASED U-NET MODEL , Kaushik Mahida

PHASOR MEASUREMENT UNIT DATA VISUALIZATION , Nikhila Mandava

TWITTER POLICING , Hemanth Kumar Medisetty

TRANSACTION MANAGEMENT SYSYEM FOR A PUBLISHER , HASSAIN SHAREEF MOHAMMED JR

LOBANGU: AN OPTICAL CHARACTER RECOGNITION RECEIPT MANAGEMENT APP FOR HEALTH CENTER PHARMACIES IN THE D.R.CONGO AND SURROUNDING EASTERN AFRICAN COUNTRIES , Bénis Munganga

PREDICTIVE MODEL FOR CFPB CONSUMER COMPLAINTS , Vyshnavi Nalluri

REVIEW CLASSIFICATION USING NATURAL LANGUAGE PROCESSING AND DEEP LEARNING , Brian Nazareth

Brain Tumor Detection Using MRI Images , Mayur Patel

QUIZ WEB APPLICATION , Dipti Rathod

HYPOTHYROID DISEASE ANALYSIS BY USING MACHINE LEARNING , SANJANA SEELAM

Pillow Based Sleep Tracking Device Using Raspberry Pi , Venkatachalam Seviappan

FINSERV ANDROID APPLICATION , Harsh Piyushkumar Shah

AUTOMATED MEDICAL NOTES LABELLING AND CLASSIFICATION USING MACHINE LEARNING , Akhil Prabhakar Thota

GENETIC PROGRAMMING TO OPTIMIZE PERFORMANCE OF MACHINE LEARNING ALGORITHMS ON UNBALANCED DATA SET , Asitha Thumpati

GOVERNMENT AID PORTAL , Darshan Togadiya

GENERAL POPULATION PROJECTION MODEL WITH CENSUS POPULATION DATA , Takenori Tsuruga

LUNG LESION SEGMENTATION USING DEEP LEARNING APPROACHES , Sree Snigdha Tummala

DETECTION OF PHISHING WEBSITES USING MACHINE LEARNING , Saranya Valleri

Machine Learning for Kalman Filter Tuning Prediction in GPS/INS Trajectory Estimation , Peter Wright

Theses/Projects/Dissertations from 2022 2022

LEARN PROGRAMMING IN VIRTUAL REALITY? A PROJECT FOR COMPUTER SCIENCE STUDENTS , Benjamin Alexander

LUNG CANCER TYPE CLASSIFICATION , Mohit Ramajibhai Ankoliya

HIGH-RISK PREDICTION FOR COVID-19 PATIENTS USING MACHINE LEARNING , Raja Kajuluri

IMPROVING INDIA’S TRAFFIC MANAGEMENT USING INTELLIGENT TRANSPORTATION SYSTEMS , Umesh Makhloga

DETECTION OF EPILEPSY USING MACHINE LEARNING , Balamurugan Murugesan

SOCIAL MOBILE APPLICATION: UDROP , Mahmoud Oraiqat

Improved Sensor-Based Human Activity Recognition Via Hybrid Convolutional and Recurrent Neural Networks , Sonia Perez-Gamboa

College of Education FileMaker Extraction and End-User Database Development , Andrew Tran

DEEP LEARNING EDGE DETECTION IN IMAGE INPAINTING , Zheng Zheng

Theses/Projects/Dissertations from 2021 2021

A General Conversational Chatbot , Vipin Nambiar

Verification System , Paras Nigam

DESKTOP APPLICATION FOR THE PUZZLE BOARD GAME “RUSH HOUR” , Huanqing Nong

Ahmedabad City App , Rushabh Picha

COMPUTER SURVEILLANCE SYSTEM USING WI-FI FOR ANDROID , Shashank Reddy Saireddy

ANDROID PARKING SYSTEM , Vishesh Reddy Sripati

Sentiment Analysis: Stock Index Prediction with Multi-task Learning and Word Polarity Over Time , Yue Zhou

Theses/Projects/Dissertations from 2020 2020

BUBBLE-IN DIGITAL TESTING SYSTEM , Chaz Hampton

FEEDBACK REVIEW SYSTEM USING SENTIMENT ANALYSIS , Vineeth Kukkamalla

WEB APPLICATION FOR MOVIE PERFORMANCE PREDICTION , Devalkumar Patel

Theses/Projects/Dissertations from 2019 2019

REVIEWS TO RATING CONVERSION AND ANALYSIS USING MACHINE LEARNING TECHNIQUES , Charitha Chanamolu

EASY EXAM , SARTHAK DABHI

EXTRACT TRANSFORM AND LOADING TOOL FOR EMAIL , Amit Rajiv Lawanghare

VEHICLE INFORMATION SYSTEM USING BLOCKCHAIN , Amey Zulkanthiwar

Theses/Projects/Dissertations from 2018 2018

USING AUTOENCODER TO REDUCE THE LENGTH OF THE AUTISM DIAGNOSTIC OBSERVATION SCHEDULE (ADOS) , Sara Hussain Daghustani

California State University, San Bernardino Chatbot , Krutarth Desai

ORGANIZE EVENTS MOBILE APPLICATION , Thakshak Mani Chandra Reddy Gudimetla

SOCIAL NETWORK FOR SOFTWARE DEVELOPERS , Sanket Prabhakar Jadhav

VIRTUALIZED CLOUD PLATFORM MANAGEMENT USING A COMBINED NEURAL NETWORK AND WAVELET TRANSFORM STRATEGY , Chunyu Liu

INTER PROCESS COMMUNICATION BETWEEN TWO SERVERS USING MPICH , Nagabhavana Narla

SENSOR-BASED HUMAN ACTIVITY RECOGNITION USING BIDIRECTIONAL LSTM FOR CLOSELY RELATED ACTIVITIES , Arumugam Thendramil Pavai

NEURAL NETWORK ON VIRTUALIZATION SYSTEM, AS A WAY TO MANAGE FAILURE EVENTS OCCURRENCE ON CLOUD COMPUTING , Khoi Minh Pham

EPICCONFIGURATOR COMPUTER CONFIGURATOR AND CMS PLATFORM , IVO A. TANTAMANGO

STUDY ON THE PATTERN RECOGNITION ENHANCEMENT FOR MATRIX FACTORIZATIONS WITH AUTOMATIC RELEVANCE DETERMINATION , hau tao

Theses/Projects/Dissertations from 2017 2017

CHILDREN’S SOCIAL NETWORK: KIDS CLUB , Eiman Alrashoud

MULTI-WAY COMMUNICATION SYSTEM , S. Chinnam

WEB APPLICATION FOR GRADUATE COURSE RECOMMENDATION SYSTEM , Sayali Dhumal

MOBILE APPLICATION FOR ATTENDANCE SYSTEM COYOTE-ATTENDANCE , Sindhu Hari

WEB APPLICATION FOR GRADUATE COURSE ADVISING SYSTEM , Sanjay Karrolla

Custom T-Shirt Designs , Ranjan Khadka

STUDENT CLASS WAITING LIST ENROLLMENT , AISHWARYA LACHAGARI

ANDROID MOBILE APPLICATION FOR HOSPITAL EXECUTIVES , Vihitha Nalagatla

PIPPIN MACHINE , Kiran Reddy Pamulaparthy

SOUND MODE APPLICATION , Sindhuja Pogaku

I2MAPREDUCE: DATA MINING FOR BIG DATA , Vishnu Vardhan Reddy Sherikar

COMPARING AND IMPROVING FACIAL RECOGNITION METHOD , Brandon Luis Sierra

NATURAL LANGUAGE PROCESSING BASED GENERATOR OF TESTING INSTRUMENTS , Qianqian Wang

AUTOMATIC GENERATION OF WEB APPLICATIONS AND MANAGEMENT SYSTEM , Yu Zhou

Theses/Projects/Dissertations from 2016 2016

CLOTH - MODELING, DEFORMATION, AND SIMULATION , Thanh Ho

CoyoteLab - Linux Containers for Educational Use , Michael D. Korcha

PACKET FILTER APPROACH TO DETECT DENIAL OF SERVICE ATTACKS , Essa Yahya M Muharish

DATA MINING: TRACKING SUSPICIOUS LOGGING ACTIVITY USING HADOOP , Bir Apaar Singh Sodhi

Theses/Projects/Dissertations from 2015 2015

APPLY DATA CLUSTERING TO GENE EXPRESSION DATA , Abdullah Jameel Abualhamayl Mr.

Density Based Data Clustering , Rayan Albarakati

Developing Java Programs on Android Mobile Phones Using Speech Recognition , Santhrushna Gande

THE DESIGN AND IMPLEMENTATION OF AN ADAPTIVE CHESS GAME , Mehdi Peiravi

CALIFORNIA STATE UNIVERSITY SAN BERNARDINO WiN GPS , Francisco A. Ron

ESTIMATION ON GIBBS ENTROPY FOR AN ENSEMBLE , Lekhya Sai Sake

A WEB-BASED TEMPERATURE MONITORING SYSTEM FOR THE COLLEGE OF ARTS AND LETTERS , Rigoberto Solorio

ANTICS: A CROSS-PLATFORM MOBILE GAME , Gerren D. Willis

Theses/Projects/Dissertations from 2014 2014

Introducing Non-Determinism to the Parallel C Compiler , Rowen Concepcion

THE I: A CLIENT-BASED POINT-AND-CLICK PUZZLE GAME , Aldo Lewis

Interactive Student Planner Application , NII TETTEH TACKIE YARBOI

ANDROID MOBILE APPLICATION FOR CREST COMMUNITY CHURCH IN RIVERSIDE , Ran Wei

Proton Computed Tomography: Matrix Data Generation Through General Purpose Graphics Processing Unit Reconstruction , micah witt

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Thesis and Research Topics in Computer Science

Completing a masters Thesis in computer science is the most challenging task faced by research scholars studying in universities all across the world. As computer science is one of the most vast fields opted by research scholars so finding a new thesis topic in computer science becomes more difficult. With each passing day, new and innovative developments are coming out in this era of mechanization. These developments tend to make human life much easier and better. Technology is the forerunner of this new change. Today our life is incomplete without this technology. Cell phones, laptops and all that have become an integral part of our life. Computer Science is the seed to this technical development. There are a number of good topics in computer science for project, thesis, and research for M.Tech and Ph.D. students.

In the field of academics, we need to get rid of obsolete ideas and focus on new innovative topics which are fast spreading their arms among the vast global audience. Computer Science students both in bachelors and in masters are studying the same topics and subjects from the past few years. Students don’t even have knowledge about new masters research topics. For project and thesis work also they are relying on outdated topics. Projects like school management system, library management system etc. are now out of date. Students should shift their focus to latest technologies which are highly in demand these days and future depend upon these. Here is the list of latest topics in Computer Science that you can choose and work for your project work or thesis and research:

List of few latest thesis topics in computer science is below:

  • Thesis topics in data mining
  • Thesis topics in machine learning
  • Thesis topics in digital image processing
  • Latest thesis topics in Internet of things (IOT)
  • Research topics in Artificial Intelligence
  • Networking can be chosen as a  thesis topic in computer science
  • Trending thesis topics in cloud computing
  • Data aggregation as a  thesis topics  in Big Data
  • Research topics  in Software Engineering

Data Warehousing

Data Warehousing is the process of analyzing data for business purposes. Data warehouse store integrated data from multiple sources at a single place which can later be retrieved for making reports. The data warehouse in simple terms is a type of database different and kept isolated from organization’s run-time database. The data in the warehouse is historical data which is helpful in understanding business goals and make decisions for future prospects. It is a relatively new concept and have high growth in future. Data Warehouse provides Online Analytical Processing(OLAP) tools for the systematic and effective study of data in a multidimensional view. Data Warehouse finds its application in the following areas:

  • Financial Sector
  • Banking Sector
  • Retail Services
  • Consumer goods
  • Manufacturing

So start working on it if you have knowledge of database and data modeling.

INTERNET OF THINGS(IOT)

Internet of Things(IoT)  is a concept of interconnection of various devices, a vehicle to the internet. IOT make use of actuators and sensors for transferring data to and from the devices. This technology is developed for better efficiency and accuracy apart from minimizing human interaction with the devices. The example for this is home heating in some countries when the temperature drops done through motion sensors which automatically detect the weather conditions. Another example for this is the traffic lights which changes its colors depending upon the traffic. Following are the application areas of Internet of Things(IoT):

  • Home Automation
  • Agriculture
  • Transportation
  • Environment

BELOW IS THE LIST OF FEW LATEST AND TRENDING RESEARCH  TOPICS IN IOT :-

  • The secure and energy efficient data routing in the IOT based networks
  • The secure channel establishment algorithm for the isolation of misdirection attack in the IOT
  • The clock synchronization of IOT devices of energy efficient data communication in IOT
  • The adaptive learning scheme to increase fault tolerance of IOT
  • Mobility aware energy efficient routing protocol for Internet of Things
  • To propose energy efficient multicasting routing protocol for Internet of Things
  • The novel scheme to maintain quality of service in internet of Things
  • Link reliable and trust aware RPL routing protocol for Internet of Things
  • The energy efficient cluster based routing in Internet of Things
  • Optimizing Multipath Routing With Guaranteed Fault Tolerance in Internet of Things

Many people are not aware of this concept so you can choose for your project work and learn something new.

Big Data is a term to denote the large volume of data which is complex to handle. The data may be structured or unstructured. Structured data is an organized data while unstructured data is an unorganized data.  Big data  can be examined for the intuition that can give way to better decisions and schematic business moves. The definition of big data is termed in terms of three Vs. These vs are:

  • Volume: Volume defines large volume of data from different sources
  • Velocity: It refers to the speed with which the data is generated
  • Variety: It refers to the varied amount of data both structured and unstructured.

Application areas:

BELOW IS THE LIST OF FEW LATEST AND TRENDING  RESEARCH TOPICS IN BIG DATA :-

  • Privacy preserving big data publishing: a scalable k-anonymization approach using MapReduce.
  • Nearest Neighbour Classification for High-Speed Big Data Streams Using Spark.
  • Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems.
  • Disease Prediction by Machine Learning Over Big Data From Healthcare Communities.
  • A Parallel Multi-classification Algorithm for Big Data Using an Extreme Learning Machine.

Thus you can prepare your project report or thesis report on this.

Cloud Computing

Cloud Computing is a comparatively new technology. It is an internet-based service that creates a shared pool of resources for consumers. There are three service models of  cloud computing  namely:

  • Software as a Service(SaaS)
  • Platform as a Service(PaaS)
  • Infrastructure as a Service(IaaS)

Characteristics of cloud computing are:

  • On-demand self-service
  • Broad network access
  • Shared pool of resources
  • Scalability
  • Measured service

Below is the list of few latest and trending research topics in Cloud Computing :-

  • To isolate the virtual side channel attack in cloud computing
  • Enhancement in homomorphic encryption for key management and key sharing
  • To overcome load balancing problem using weight based scheme in cloud computing
  • To apply watermarking technique in cloud computing to enhance cloud data security
  • To propose improvement green cloud computing to reduce fault in the network
  • To apply stenography technique in cloud computing to enhance cloud data security
  • To detect and isolate Zombie attack in cloud computing

The common examples of cloud computing include icloud from Apple, Google-based Services like Google Drive and many more. The field is very demanding and is growing day by day. You can focus on it if you have interest in innovation.

Semantic Web

Semantic Web is also referred to as Web 3.0 and is the next big thing in the field of communication. It is standardized by World Wide Web Consortium(W3C) to promote common data formats and exchange protocols over the web. It is machine-readable information based and is built on XML technology. It is an extension to Web 2.0. In the semantic web, the information is well defined to enable better cooperation between the computers and the people. In the semantic web, the data is interlinked for better understanding. It is different from traditional data sharing technologies.

It can be a good topic for your thesis or project.

MANET stands for mobile ad hoc network. It is an infrastructure-less network with mobile devices connected wirelessly and is self-configuring. It can change locations independently and can link to other devices through a wireless connection. Following are the various types of  MANETS :

  • Vehicular ad hoc network(VANET)
  • Smartphone ad-hoc network(SPANET)
  • Internet-based mobile ad hoc network(iMANET)

You can use various simulation tools to study the functionality and working of MANET like OPNET,  NS2 , NETSIM, NS3 etc.

In MANET there is no need of central hub to receive and send messages. Instead, the nodes directly send packets to each other.

MANET finds its applications in the following areas:

  • Environment sensors
  • Vehicular ad hoc communication
  • Road Safety

BELOW IS THE LIST OF FEW LATEST AND TRENDING RESEARCH TOPICS IN MANET :-

  • Evaluate and propose scheme for the link recovery in mobile ad hoc networks
  • To propose hybrid technique for path establishment using bio-inspired techniques in MANET’s
  • To propose secure scheme for the isolation of black hole attack in mobile ad hoc networks
  • To propose trust based mechanism for the isolation of wormhole attack in mobile ad hoc networks
  • The novel approach for the congestion avoidance in mobile ad hoc networks
  • To propose scheme for the detection of selective forwarding attack in mobile ad hoc networks
  • To propose localization scheme which reduce faults in mobile ad hoc network
  • The energy efficient scheme for multicasting routing in wireless ad hoc network
  • The scheme for secure localization aided routing in wireless ad hoc networks
  • The cross-layer scheme for opportunistic routing in mobile ad hoc networks

Just go for it if you have interest in the field of networking and make a project on it.

Machine Learning

It is also a relatively new concept in the field of computer science and is a technique of guiding computers to act in a certain way without programming. It makes use of certain complex algorithms to receive an input and predict an output for the same. There are three types of learning;

  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning

Machine Learning  is closely related to statistics. If you are good at statistics then you should opt this topic.

Data Mining

Data Mining is the process of identifying and establishing a relationship between large datasets for finding a solution to a problem through analysis of data. There are various tools and techniques in Data Mining which gives enterprises and organizations the ability to predict futuristic trends.  Data Mining  finds its application in various areas of research, statistics, genetics, and marketing. Following are the main techniques used in the process of Data Mining:

  • Decision Trees
  • Genetic Algorithm
  • Induction method
  • Artificial Neural Network
  • Association

BELOW IS THE LIST OF FEW LATEST AND TRENDING RESEARCH TOPICS IN DATA MINING :-

  • Performance enhancement of DBSCAN density based clustering algorithm in data mining
  • The classification scheme for sentiment analysis of twitter data
  • To increase accuracy of min-max k-mean clustering in Data mining
  • To evaluate and improve apriori algorithm to reduce execution time for association rule generation
  • The classification scheme for credit card fraud detection in Data mining
  • To propose novel technique for the crime rate prediction in Data Mining
  • To evaluate and propose heart disease prediction scheme in Data Mining
  • Software defect prediction analysis using machine learning algorithms
  • A new data clustering approach for data mining in large databases
  • The diabetes prediction technique for Data mining using classification
  • Novel Algorithm for the network traffic classification in Data Mining

Advantages of Data Mining

  • Data Mining helps marketing and retail enterprises to study customer behavior.
  • Organizations into banking and finance business can get information about customer’s historical data and financial activities.
  • Data Mining help manufacturing units to detect faults in operational parameters.
  • Data Mining also helps various governmental agencies to track record of financial activities to curb on criminal activities.

Disadvantages of Data Mining

  • Privacy Issues
  • Security Issues
  • Information extracted from data mining can be misused
  • Artificial Intelligence

Artificial Intelligence is the intelligence shown by  machines  and it deals with the study and creation of intelligent systems that can think and act like human beings. In  Artificial Intelligence , intelligent agents are studied that can perceive its environment and take actions according to its surrounding environment.

Goals of Artificial Intelligence

Following are the main goals of Artificial Intelligence:

  • Creation of expert systems
  • Implementation of human intelligence in machines
  • Problem-solving through reasoning

Application of Artificial Intelligence

Following are the main applications of Artificial Intelligence:

  • Expert Systems
  • Natural Language Processing
  • Artificial Neural Networks
  • Fuzzy Logic Systems

Strong AI –  It is a type of artificial intelligence system with human thinking capabilities and can find a solution to an unfamiliar task.

Weak AI –  It is a type of artificial intelligence system specifically designed for a particular task. Apple’s Siri is an example of Weak AI.

Turing Test is used to check whether a system is intelligent or not. Machine Learning is a part of Artificial Intelligence. Following are the types of agents in Artificial Intelligence systems:

  • Model-Based Reflex Agents
  • Goal-Based Agents
  • Utility-Based Agents
  • Simple Reflex Agents

Natural Language Processing –  It is a method to communicate with the intelligent systems using human language. It is required to make intelligent systems work according to your instructions. There are two processes under Natural Language Processing – Natural Language Understanding, Natural Language Generation.

Natural Language Understanding involves creating useful representations from the natural language. Natural Language Generation involves steps like Lexical Analysis, Syntactic Analysis, Semantic Analysis, Integration and Pragmatic Analysis to generate meaningful information.

Image Processing

Image Processing is another field in Computer Science and a popular topic for a thesis in Computer Science. There are two types of image processing – Analog and Digital Image Processing. Digital Image Processing is the process of performing operations on digital images using computer-based algorithms to alter its features for enhancement or for other effects. Through Image Processing, essential information can be extracted from digital images. It is an important area of research in computer science. The techniques involved in image processing include transformation, classification, pattern recognition, filtering, image restoration and various other processes and techniques.

Main purpose of Image Processing

Following are the main purposes of  image processing :

  • Visualization
  • Image Restoration
  • Image Retrieval
  • Pattern Measurement
  • Image Recognition

Applications of Image Processing

Following are the main applications of Image Processing:

  • UV Imaging, Gamma Ray Imaging and CT scan in medical field
  • Transmission and encoding
  • Robot Vision
  • Color Processing
  • Pattern Recognition
  • Video Processing

BELOW IS THE LIST OF FEW LATEST AND TRENDING RESEARCH TOPICS IN IMAGE PROCESSING :-

  • To propose classification technique for plant disease detection in image processing
  • The hybrid bio-inspired scheme for edge detection in image processing
  • The HMM classification scheme for the cancer detection in image processing
  • To propose efficient scheme for digital watermarking of images in image processing
  • The propose block wise image compression scheme in image processing
  • To propose and evaluate filter based on internal and external features of an image for image de noising
  • To improve local mean filtering scheme for de noising of MRI images
  • To propose image encryption base d on textural feature analysis and chaos method
  • The classification scheme for the face spoof detection in image processing
  • The automated scheme for the number plate detection in image processing

Bioinformatics

Bioinformatics is a field that uses various computational methods and software tools to analyze the biological data. In simple words, bioinformatics is the field that uses computer programming for biological studies. It is the current topic of research in computer science and is also a good topic of choice for the thesis. This field is a combination of computer science, biology, statistics, and mathematics. It uses image and signal processing techniques to extract useful information from a large amount of data. Following are the main applications of bioinformatics:

  • It helps in observing mutations in the field of genetics
  • It plays an important role in text mining and organization of biological data
  • It helps to study the various aspects of genes like protein expression and regulation
  • Genetic data can be compared using bioinformatics which will help in understanding molecular biology
  • Simulation and modeling of DNA, RNA, and proteins can be done using bioinformatics tools

Quantum Computing

Quantum Computing is a computing technique in which computers known as quantum computers use the laws of quantum mechanics for processing information. Quantum Computers are different from digital electronic computers in the sense that these computers use quantum bits known as qubits for processing. A lot of experiments are being conducted to build a powerful quantum computer. Once developed, these computers will be able to solve complex computational problems which cannot be solved by classical computers. Quantum is the current and the latest topic for research and thesis in computer science.

Quantum Computers work on quantum algorithms like Simon’s algorithm to solve problems. Quantum Computing finds its application in the following areas:

The list is incomplete as there are a number of topics to choose from. But these are the trending fields these days. Whether you have any presentation, thesis project or a seminar you can choose any topic from these and prepare a good report.

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Prize-Winning Thesis and Dissertation Examples

Published on September 9, 2022 by Tegan George . Revised on July 18, 2023.

It can be difficult to know where to start when writing your thesis or dissertation . One way to come up with some ideas or maybe even combat writer’s block is to check out previous work done by other students on a similar thesis or dissertation topic to yours.

This article collects a list of undergraduate, master’s, and PhD theses and dissertations that have won prizes for their high-quality research.

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Award-winning undergraduate theses, award-winning master’s theses, award-winning ph.d. dissertations, other interesting articles.

University : University of Pennsylvania Faculty : History Author : Suchait Kahlon Award : 2021 Hilary Conroy Prize for Best Honors Thesis in World History Title : “Abolition, Africans, and Abstraction: the Influence of the “Noble Savage” on British and French Antislavery Thought, 1787-1807”

University : Columbia University Faculty : History Author : Julien Saint Reiman Award : 2018 Charles A. Beard Senior Thesis Prize Title : “A Starving Man Helping Another Starving Man”: UNRRA, India, and the Genesis of Global Relief, 1943-1947

University: University College London Faculty: Geography Author: Anna Knowles-Smith Award:  2017 Royal Geographical Society Undergraduate Dissertation Prize Title:  Refugees and theatre: an exploration of the basis of self-representation

University: University of Washington Faculty:  Computer Science & Engineering Author: Nick J. Martindell Award: 2014 Best Senior Thesis Award Title:  DCDN: Distributed content delivery for the modern web

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University:  University of Edinburgh Faculty:  Informatics Author:  Christopher Sipola Award:  2018 Social Responsibility & Sustainability Dissertation Prize Title:  Summarizing electricity usage with a neural network

University:  University of Ottawa Faculty:  Education Author:  Matthew Brillinger Award:  2017 Commission on Graduate Studies in the Humanities Prize Title:  Educational Park Planning in Berkeley, California, 1965-1968

University:  University of Ottawa Faculty: Social Sciences Author:  Heather Martin Award:  2015 Joseph De Koninck Prize Title:  An Analysis of Sexual Assault Support Services for Women who have a Developmental Disability

University : University of Ottawa Faculty : Physics Author : Guillaume Thekkadath Award : 2017 Commission on Graduate Studies in the Sciences Prize Title : Joint measurements of complementary properties of quantum systems

University:  London School of Economics Faculty: International Development Author: Lajos Kossuth Award:  2016 Winner of the Prize for Best Overall Performance Title:  Shiny Happy People: A study of the effects income relative to a reference group exerts on life satisfaction

University : Stanford University Faculty : English Author : Nathan Wainstein Award : 2021 Alden Prize Title : “Unformed Art: Bad Writing in the Modernist Novel”

University : University of Massachusetts at Amherst Faculty : Molecular and Cellular Biology Author : Nils Pilotte Award : 2021 Byron Prize for Best Ph.D. Dissertation Title : “Improved Molecular Diagnostics for Soil-Transmitted Molecular Diagnostics for Soil-Transmitted Helminths”

University:  Utrecht University Faculty:  Linguistics Author:  Hans Rutger Bosker Award: 2014 AVT/Anéla Dissertation Prize Title:  The processing and evaluation of fluency in native and non-native speech

University: California Institute of Technology Faculty: Physics Author: Michael P. Mendenhall Award: 2015 Dissertation Award in Nuclear Physics Title: Measurement of the neutron beta decay asymmetry using ultracold neutrons

University:  Stanford University Faculty: Management Science and Engineering Author:  Shayan O. Gharan Award:  Doctoral Dissertation Award 2013 Title:   New Rounding Techniques for the Design and Analysis of Approximation Algorithms

University: University of Minnesota Faculty: Chemical Engineering Author: Eric A. Vandre Award:  2014 Andreas Acrivos Dissertation Award in Fluid Dynamics Title: Onset of Dynamics Wetting Failure: The Mechanics of High-speed Fluid Displacement

University: Erasmus University Rotterdam Faculty: Marketing Author: Ezgi Akpinar Award: McKinsey Marketing Dissertation Award 2014 Title: Consumer Information Sharing: Understanding Psychological Drivers of Social Transmission

University: University of Washington Faculty: Computer Science & Engineering Author: Keith N. Snavely Award:  2009 Doctoral Dissertation Award Title: Scene Reconstruction and Visualization from Internet Photo Collections

University:  University of Ottawa Faculty:  Social Work Author:  Susannah Taylor Award: 2018 Joseph De Koninck Prize Title:  Effacing and Obscuring Autonomy: the Effects of Structural Violence on the Transition to Adulthood of Street Involved Youth

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  • THESIS TOPICS FOR COMPUTER SCIENCE STUDENTS

Thesis Topics for Computer Science Students is the need for many scholars today due to the fluctuating mind of young scholars. Few scholars may have worked in networking up to their undergraduate and then switched on to cloud computing in the Master degree. It is not the fault of the scholars, we have fluctuating mind and we work according to the latest trends and topics. During the last few years, cloud computing is at the peak due to its latest technologies like hadoop and mapreduce.

Computer-Science

Scholars may feel it attracted to take up a thesis topic in cloud computing. But we advice our scholars to select their field and keep track on it. Even if you have selected networking, it has various recent works which can be taken up as a research. For computer science students, there are nearly 70 different domains. Among each domain, we have plenty of topics and sub topics to be worked on. Computer science is a vast domain due to its application in every other field. So scholars have wide option to choose their topic of interest.

We have complete updation of every domain under computer science. But we follow certain steps to select a Thesis Topics for Computer Science Students . A good beginning is the half success. It is said by many great people, so if we take up a correct topic, we will end up with correct result. To take up a topic, we consider the following factors:

Interest of the researcher and his domain specialization

This is the first step towards topic selection as knowing the scholars Interest, passion and knowledge is important. Scholars must understand their domain of specialization which will be helpful for them throughout their life. If scholars have no idea about domain, we will guide them to choose their area of interest.

RESEARCH BECOMES A PLEASURE, IF YOU KNOW WHAT YOU DOING

Exclusivity of topic to make the research unique.

Based on the domain knowledge and interest, we help scholars to choose their topic. We will select the best topic which will give a unique identification to your research.

Scope of exploring the topic and conducting original research

Scrutinizing and analyzing the complete domain Identify the problem statement and create a novel idea.

It is not an easy task to scrutinize the topic under any domain. Also It is our knowledge and experience which makes us to find a novel idea and topic. For example, if we take networking, finding a topic in such a wide domain is difficult; we narrow it down according to the latest trend like IPv6 security attacks. Again we work on this sub domain and find a novel idea as we are aware of every novel idea registered up to date. Our immense knowledge makes us to create original research.

Viability of covering the topic within specified time

Topic selection must also ensure the time it requires for complete research. Topics must also selected in such a way that it must be finished within the specified time limit.

Approximate cost for the research topic

Based on the topic, we can also identify the estimated cost for overall research. Generally, if we choose a topic in Pervasive computing, it always cost little high ten other domain due to the use of devices like sensors, cameras etc. So, we also suggest our scholar the approximate cost based on the topic. If sometimes, scholars wish to work in low budget but select domains like pervasive computing, we also help them to choose the topic with optimum cost. We also consider cost as a factor while selecting a topic.

Thesis-Computer-Science-Students

We also give complete focus on thesis topic selection as we believe that one should be ingenious from the very beginning. A scholar must select a topic correctly as they are the one who is going to face their internal guides and also external reviewers. Scholars dedication and interest is the prime factor to take up a research topic. It is a free guidance which we also support for our scholars. Our team of experts will assist the scholars to choose the most recent and apt topic for their research. Our advisers are also abreast of the current developments and trends in the field of research who can guide you the best. We also advice our scholars to take up a right decision as it is the right time to approach us.

Thesis-Topics-for Computer-Science Students can be the need of the students But we feel it as our service for our students……………

Thesis-topics for computer-science-students.

We also have enormous Thesis Topics for Computer Science Students to work upon. We work on the following domains:

Image processing Data Mining Cloud computing Networking Routing Network Security Service Computing [ Web Service ] Social Sensor Networks Software Defined Networking Software Re-Engineering Telecommunication Engineering Text Mining Pixel per inch Ad hoc network Vehicular Ad hoc Network Video Streaming Visual Cryptography Wireless Body Area Network Wire-less[Wireless Networks ] Wireless Sensor Networks Multimedia Natural Language Processing Audio, Speech, And also Language Processing Brain Computer Interface Dependable And also Secure Computing Information Forensics And Security Internet Computing Learning Technologies Systems And Cybernetics Context aware Computing Soft Computing Mobile Cloud Computing

We also cannot confine our domain list and knowledge in this short page. Also, We wish our scholars to approach us to know about our knowledge and experience in each domain. We have a list of sub domains under each domain which in turns contain list of topics. Like this we also cover every aspect of computer science. So scholars can also blindly approach us to get their thesis topics from us.

IN ORDER TO GET YOUR SUCCESS…………….. THE FIRST STEP IS TO ………………………………….. KNOW US, BELIEVE US.SHINE WITH US………….. Save

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Result

  • Computer-Aided Instruction with Voice Recognition system
  • Holistic Computerized Faculty Evaluation System
  • Book Catalog Application using Android
  • Hotel Reservation Application with Mobile Compatibility in Android
  • SMS-Based Grade Inquiry System
  • Mobile Voting System using Android
  • Grade Viewer Application in Android
  • SSG Management System with SMS Notification
  • Payroll System with Biometric and Barcode Technology
  • School Event Attendance Monitoring System with Biometric and Barcode Technology
  • Face Recognition System
  • Android – Controlled Car
  • Motorcycle Tracking with GPS using Android
  • Mobile Educational Application for Elementary Student using Android
  • Class Time Table in Android
  • Online Grade Inquiry
  • WEB-BASED TRACKING SYSTEM
  • Online Grading System
  • Airline Reservation System
  • Video Library Management System
  • Internet Cafe System
  • Billing System
  • Electronic Police Clearance System
  • Salon System
  • Human Resource Management System
  • Online billing system
  • Online membership and billing system
  • Online class scheduling system
  • Online POS(Point of Sale)
  • Online inventory system
  • Online payroll system
  • Online ordering system
  • Online bidding system
  • Voting system
  • Online voting system
  • Online shopping cart
  • Medical records system
  • Client server based guidance system
  • On-line courseware
  • Payroll system
  • Hotel reservation system
  • Hotel management system
  • Online hotel reservation system
  • Online public access catalog
  • Library system
  • Record management system
  • Supply inventory system
  • E-learning system
  • Social networking
  • Hospital system
  • E-voting system
  • Online management system
  • Online Lot Reservation
  • Online Product Reservation System
  • Android-Based Class Attendance Monitoring Application using Barcode
  • Lending Management system
  • Veterinary Clinic and Pet Shop Management System
  • Android Joystick Application using Bluetooth
  • Mobile Point-Of-Sale Application with SMS Notification
  • Group Messenger Application using Android
  • Medicine Inventory and Patient Information system
  • Resort Management System
  • Mobile Reservation for Banquet Halls
  • E-Learning System
  • E-Voting System with SMS technology
  • On Route Travel Assistant for Public Transport Based on Android Technology
  • Camera-Based Heart Rate Detector using Android
  • Mobile Health Tips using Android
  • Video Rental Application in Android
  • Quiz Application using Android
  • Pharmacy Management System
  • Mobile Pharmacy Application in Android
  • Geographic Information System with Flood-Prone Location
  • RFID-Based Student Monitoring System
  • Home Appliances controlled by Android Smartphone
  • Intelligent Traveler Locator using Google Map Application
  • Bluetooth Controlled Robot using Android Mobile (CoE/CpE/IT/CS)
  • Touch-Screen Based Point-Of-Sale System (POS)
  • Sales and Inventory Monitoring System with SMS
  • Weather Forecast Application using Android
  • Cemetery Mapping and Information System
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  • list of thesis title for IT student
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Home > FACULTIES > Computer Science > CSD-ETD

Computer Science Department

Computer Science Theses and Dissertations

This collection contains theses and dissertations from the Department of Computer Science, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

Theses/Dissertations from 2024 2024

A Target-Based and A Targetless Extrinsic Calibration Methods for Thermal Camera and 3D LiDAR , Farhad Dalirani

Investigating Tree- and Graph-based Neural Networks for Natural Language Processing Applications , Sudipta Singha Roy

Theses/Dissertations from 2023 2023

Classification of DDoS Attack with Machine Learning Architectures and Exploratory Analysis , Amreen Anbar

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces , Sepehr Asgarian

Improved Protein Sequence Alignments Using Deep Learning , Seyed Sepehr Ashrafzadeh

INVESTIGATING IMPROVEMENTS TO MESH INDEXING , Anurag Bhattacharjee

Algorithms and Software for Oligonucleotide Design , Qin Dong

Framework for Assessing Information System Security Posture Risks , Syed Waqas Hamdani

De novo sequencing of multiple tandem mass spectra of peptide containing SILAC labeling , Fang Han

Local Model Agnostic XAI Methodologies Applied to Breast Cancer Malignancy Predictions , Heather Hartley

A Quantitative Analysis Between Software Quality Posture and Bug-fixing Commit , Rongji He

A Novel Method for Assessment of Batch Effect on single cell RNA sequencing data , Behnam Jabbarizadeh

Dynamically Finding Optimal Kernel Launch Parameters for CUDA Programs , Taabish Jeshani

Citation Polarity Identification From Scientific Articles Using Deep Learning Methods , Souvik Kundu

Denoising-Based Domain Adaptation Network for EEG Source Imaging , Runze Li

Decoy-Target Database Strategy and False Discovery Rate Analysis for Glycan Identification , Xiaoou Li

DpNovo: A DEEP LEARNING MODEL COMBINED WITH DYNAMIC PROGRAMMING FOR DE NOVO PEPTIDE SEQUENCING , Yizhou Li

Developing A Smart Home Surveillance System Using Autonomous Drones , Chongju Mai

Look-Ahead Selective Plasticity for Continual Learning , Rouzbeh Meshkinnejad

The Two Visual Processing Streams Through The Lens Of Deep Neural Networks , Aidasadat Mirebrahimi Tafreshi

Source-free Domain Adaptation for Sleep Stage Classification , Yasmin Niknam

Data Heterogeneity and Its Implications for Fairness , Ghazaleh Noroozi

Enhancing Urban Life: A Policy-Based Autonomic Smart City Management System for Efficient, Sustainable, and Self-Adaptive Urban Environments , Elham Okhovat

Evaluating the Likelihood of Bug Inducing Commits Using Metrics Trend Analysis , Parul Parul

On Computing Optimal Repairs for Conditional Independence , Alireza Pirhadi

Open-Set Source-Free Domain Adaptation in Fundus Images Analysis , Masoud Pourreza

Migration in Edge Computing , Arshin Rezazadeh

A Modified Hopfield Network for the K-Median Problem , Cody Rossiter

Predicting Network Failures with AI Techniques , Chandrika Saha

Toward Building an Intelligent and Secure Network: An Internet Traffic Forecasting Perspective , Sajal Saha

An Exploration of Visual Analytic Techniques for XAI: Applications in Clinical Decision Support , Mozhgan Salimiparsa

Attention-based Multi-Source-Free Domain Adaptation for EEG Emotion Recognition , Amir Hesam Salimnia

Global Cyber Attack Forecast using AI Techniques , Nusrat Kabir Samia

IMPLEMENTATION OF A PRE-ASSESSMENT MODULE TO IMPROVE THE INITIAL PLAYER EXPERIENCE USING PREVIOUS GAMING INFORMATION , Rafael David Segistan Canizales

A Computational Framework For Identifying Relevant Cell Types And Specific Regulatory Mechanisms In Schizophrenia Using Data Integration Methods , Kayvan Shabani

Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network , Sareh Soltani Nejad

Smartphone Loss Prevention System Using BLE and GPS Technology , Noshin Tasnim

A Hybrid Continual Machine Learning Model for Efficient Hierarchical Classification of Domain-Specific Text in The Presence of Class Overlap (Case Study: IT Support Tickets) , Yasmen M. Wahba

Reducing Negative Transfer of Random Data in Source-Free Unsupervised Domain Adaptation , Anthony Wong

Deep Neural Methods for True/Pseudo- Invasion Classification in Colorectal Polyp Whole-Slide Images , Zhiyuan Yang

Developing a Relay-based Autonomous Drone Delivery System , Muhammad Zakar

Learning Mortality Risk for COVID-19 Using Machine Learning and Statistical Methods , Shaoshi Zhang

Machine Learning Techniques for Improved Functional Brain Parcellation , Da Zhi

Theses/Dissertations from 2022 2022

The Design and Implementation of a High-Performance Polynomial System Solver , Alexander Brandt

Defining Service Level Agreements in Serverless Computing , Mohamed Elsakhawy

Algorithms for Regular Chains of Dimension One , Juan P. Gonzalez Trochez

Towards a Novel and Intelligent e-commerce Framework for Smart-Shopping Applications , Susmitha Hanumanthu

Multi-Device Data Analysis for Fault Localization in Electrical Distribution Grids , Jacob D L Hunte

Towards Parking Lot Occupancy Assessment Using Aerial Imagery and Computer Vision , John Jewell

Potential of Vision Transformers for Advanced Driver-Assistance Systems: An Evaluative Approach , Andrew Katoch

Psychological Understanding of Textual journals using Natural Language Processing approaches , Amirmohammad Kazemeinizadeh

Driver Behavior Analysis Based on Real On-Road Driving Data in the Design of Advanced Driving Assistance Systems , Nima Khairdoost

Solving Challenges in Deep Unsupervised Methods for Anomaly Detection , Vahid Reza Khazaie

Developing an Efficient Real-Time Terrestrial Infrastructure Inspection System Using Autonomous Drones and Deep Learning , Marlin Manka

Predictive Modelling For Topic Handling Of Natural Language Dialogue With Virtual Agents , Lareina Milambiling

Improving Deep Entity Resolution by Constraints , Soudeh Nilforoushan

Respiratory Pattern Analysis for COVID-19 Digital Screening Using AI Techniques , Annita Tahsin Priyoti

Extracting Microservice Dependencies Using Log Analysis , Andres O. Rodriguez Ishida

False Discovery Rate Analysis for Glycopeptide Identification , Shun Saito

Towards a Generalization of Fulton's Intersection Multiplicity Algorithm , Ryan Sandford

An Investigation Into Time Gazed At Traffic Objects By Drivers , Kolby R. Sarson

Exploring Artificial Intelligence (AI) Techniques for Forecasting Network Traffic: Network QoS and Security Perspectives , Ibrahim Mohammed Sayem

A Unified Representation and Deep Learning Architecture for Persuasive Essays in English , Muhammad Tawsif Sazid

Towards the development of a cost-effective Image-Sensing-Smart-Parking Systems (ISenSmaP) , Aakriti Sharma

Advances in the Automatic Detection of Optimization Opportunities in Computer Programs , Delaram Talaashrafi

Reputation-Based Trust Assessment of Transacting Service Components , Konstantinos Tsiounis

Fully Autonomous UAV Exploration in Confined and Connectionless Environments , Kirk P. Vander Ploeg

Three Contributions to the Theory and Practice of Optimizing Compilers , Linxiao Wang

Developing Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach , Wumian Wang

Predicting and Modifying Memorability of Images , Mohammad Younesi

Theses/Dissertations from 2021 2021

Generating Effective Sentence Representations: Deep Learning and Reinforcement Learning Approaches , Mahtab Ahmed

A Physical Layer Framework for a Smart City Using Accumulative Bayesian Machine Learning , Razan E. AlFar

Load Balancing and Resource Allocation in Smart Cities using Reinforcement Learning , Aseel AlOrbani

Contrastive Learning of Auditory Representations , Haider Al-Tahan

Cache-Friendly, Modular and Parallel Schemes For Computing Subresultant Chains , Mohammadali Asadi

Protein Interaction Sites Prediction using Deep Learning , Sourajit Basak

Predicting Stock Market Sector Sentiment Through News Article Based Textual Analysis , William A. Beldman

Improving Reader Motivation with Machine Learning , Tanner A. Bohn

A Black-box Approach for Containerized Microservice Monitoring in Fog Computing , Shi Chang

Visualization and Interpretation of Protein Interactions , Dipanjan Chatterjee

A Framework for Characterising Performance in Multi-Class Classification Problems with Applications in Cancer Single Cell RNA Sequencing , Erik R. Christensen

Exploratory Search with Archetype-based Language Models , Brent D. Davis

Evolutionary Design of Search and Triage Interfaces for Large Document Sets , Jonathan A. Demelo

Building Effective Network Security Frameworks using Deep Transfer Learning Techniques , Harsh Dhillon

A Deep Topical N-gram Model and Topic Discovery on COVID-19 News and Research Manuscripts , Yuan Du

Automatic extraction of requirements-related information from regulatory documents cited in the project contract , Sara Fotouhi

Developing a Resource and Energy Efficient Real-time Delivery Scheduling Framework for a Network of Autonomous Drones , Gopi Gugan

A Visual Analytics System for Rapid Sensemaking of Scientific Documents , Amirreza Haghverdiloo Barzegar

Calibration Between Eye Tracker and Stereoscopic Vision System Employing a Linear Closed-Form Perspective-n-Point (PNP) Algorithm , Mohammad Karami

Fuzzy and Probabilistic Rule-Based Approaches to Identify Fault Prone Files , Piyush Kumar Korlepara

Parallel Arbitrary-precision Integer Arithmetic , Davood Mohajerani

A Technique for Evaluating the Health Status of a Software Module Using Process Metrics , . Ria

Visual Analytics for Performing Complex Tasks with Electronic Health Records , Neda Rostamzadeh

Predictive Model of Driver's Eye Fixation for Maneuver Prediction in the Design of Advanced Driving Assistance Systems , Mohsen Shirpour

A Generative-Discriminative Approach to Human Brain Mapping , Deepanshu Wadhwa

WesternAccelerator:Rapid Development of Microservices , Haoran Wei

A Lightweight and Explainable Citation Recommendation System , Juncheng Yin

Mitosis Detection from Pathology Images , Jinhang Zhang

Theses/Dissertations from 2020 2020

Visual Analytics of Electronic Health Records with a focus on Acute Kidney Injury , Sheikh S. Abdullah

Towards the Development of Network Service Cost Modeling-An ISP Perspective , Yasmeen Ali

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Best Thesis Title For IT/CS Student [Updated 2024]

Best thesis title for it/cs student [updated 2024] with sample source code.

Thinking the best thesis proposal for IT students  is the first thing that a student of any Computer Related course should consider.

It is necessary for those students who are taking core subjects.

Some of these subjects are Database Management System ( DBMS Mini project ), System Analysis and Design, Software Engineering, Thesis 1, or Capstone.

These students will undergo Systems Development with the documentation for them to comply with all the requirements of the said courses. 

So I conduct a survey from  different Universities and Colleges to get the most modern and possible best thesis proposal for IT STUDENTS this 2024 or the Best Project Topics for Computer Science Student .

I also have here some list of Best  PHP Projects with source code ,  Python Projects with source ,  Django Projects with Source code ,  C/C++ programming projects with source code ,  Java Projects With Source Code ,  Javascript Projects With Source Code , and  VB.Net Projects with Source Code  which I believe after finding your Final Year Project Title, you need to find a Sample projects with source code.

Note: Before choosing the Research Title you desired, here are some  tips on how to write a good research Title for your Thesis or Capstone Project.

Sample System Proposal Title

Research office management system, proposed library management system for st. columban’s academy, basic education information management system, online scoring system, attendance monitoring system for raymundo t. tongson national high school su-ay extension, online college department management information system, clinic information management system, school canteen voucher system using rfid technology, test bank system,  water turbidity monitoring and notification system for brgy.san juan molo, system controlled electric circuit for phinma-ui, phinma-ui accounting office anti-burglary system, cost-effective fire alarm system for phinma-ui, supporfrog adventure(a mobile game), feeding management system, employee management system for pub express, nel kat-al auto supply, elm industrial sales pos and inventory system, municipality of san joaquin’s senior citizen express pension system, phinma-ui senior high student activity and record monitoring system, phinma-ui e-portfolio, search robot of phinma-ui, phinma-ui student and employee attendance monitoring system using rfid, protech-school security automation app, ui payment queuing system, university vehicle detection using ocr, phinma-ui computer laboratory attendance monitoring system, condensed iloilo responder app, meetings multimedia organizer for jehova’s witness, touch-screen based point-of-sale system (pos), sales and inventory monitoring system with sms, weather forecast application using android, cemetery mapping and information system, computer-aided instruction with voice recognition system, holistic computerized faculty evaluation system, book catalog application using android, hotel reservation application with mobile compatibility in android, sms-based grade inquiry system, mobile voting system using android, grade viewer application in android, ssg management system with sms notification, payroll system with biometric and barcode technology, school event attendance monitoring system with biometric and barcode technology, face recognition system, android – controlled car, motorcycle tracking with gps using android, mobile educational application for elementary student using android, class time table in android, android-based class attendance monitoring application using barcode, lending management system, veterinary clinic and pet shop management system, android joystick application using bluetooth, mobile point-of-sale application with sms notification, group messenger application using android, medicine inventory and patient information system, resort management system, mobile reservation for banquet halls, e-learning system, e-voting system with sms technology, on route travel assistant for public transport based on android technology, camera-based heart rate detector using android, mobile health tips using android, video rental application in android, quiz application using android, pharmacy management system, mobile pharmacy application in android, geographic information system with flood-prone location, rfid-based student monitoring system, home appliances controlled by android smartphone, intelligent traveler locator using google map application, bluetooth controlled robot using android mobile.

*More Title to follow————————>

Here are some of the topics might help you doing your Thesis or Capstone Document:

How to Make An Effective Thesis or Capstone Document

Writing A Good Research Title For Thesis or Capstone Project

Chapter 1(Research Description) Capstone Project Guidelines and Sample

Chapter 2 in Thesis Writing for IT/CS Students (with Sample)

  • ***some topic may follow.

To achieve the best thesis proposal for IT STUDENTS , you must be knowledgeable in programming languages such as Java , VB.Net, PHP, MySQL,ASP.net, Android, C#, Python, Javascript, Arduino, and basic hardware integration .

Most of the thesis above is made by us, and I hope this article will help you a lot.

For any inquiries regarding our services, please feel free to contact us here or you can send your concerns to our contact page.

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COMMENTS

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    learn programming in virtual reality? a project for computer science students, benjamin alexander. pdf. lung cancer type classification, mohit ramajibhai ankoliya. pdf. high-risk prediction for covid-19 patients using machine learning, raja kajuluri. pdf. improving india's traffic management using intelligent transportation systems, umesh ...

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    Award: 2017 Royal Geographical Society Undergraduate Dissertation Prize. Title: Refugees and theatre: an exploration of the basis of self-representation. University: University of Washington. Faculty: Computer Science & Engineering. Author: Nick J. Martindell. Award: 2014 Best Senior Thesis Award. Title: DCDN: Distributed content delivery for ...

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    List of Thesis Proposals for IT/CS. Computer-Aided Instruction with Voice Recognition system. Holistic Computerized Faculty Evaluation System. Book Catalog Application using Android. Hotel Reservation Application with Mobile Compatibility in Android. SMS-Based Grade Inquiry System. Mobile Voting System using Android.

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    Theses/Dissertations from 2022. PDF. The Design and Implementation of a High-Performance Polynomial System Solver, Alexander Brandt. PDF. Defining Service Level Agreements in Serverless Computing, Mohamed Elsakhawy. PDF. Algorithms for Regular Chains of Dimension One, Juan P. Gonzalez Trochez. PDF.

  23. Best Thesis Title For IT/CS Student [Updated 2024]

    Best Thesis Title For IT/CS Student [Updated 2024] with Sample Source Code. Thinking the best thesis proposal for IT students is the first thing that a student of any Computer Related course should consider. It is necessary for those students who are taking core subjects. Some of these subjects are Database Management System ( DBMS Mini project ...