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[100+] Computer Science Research Topics Free [Thesis Pdf] 2023

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Research Topics & Ideas: CompSci & IT

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

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

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

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

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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Home » 500+ Computer Science Research Topics

500+ Computer Science Research Topics

Computer Science is a constantly evolving field that has transformed the world we live in today. With new technologies emerging every day, there are countless research opportunities in this field. Whether you are interested in artificial intelligence, machine learning, cybersecurity, data analytics, or computer networks, there are endless possibilities to explore. In this post, we will delve into some of the most interesting and important research topics in Computer Science. From the latest advancements in programming languages to the development of cutting-edge algorithms, we will explore the latest trends and innovations that are shaping the future of Computer Science. So, whether you are a student or a professional, read on to discover some of the most exciting research topics in this dynamic and rapidly expanding field.

Computer Science Research Topics

Computer Science Research Topics are as follows:

• Using machine learning to detect and prevent cyber attacks
• Developing algorithms for optimized resource allocation in cloud computing
• Investigating the use of blockchain technology for secure and decentralized data storage
• Developing intelligent chatbots for customer service
• Investigating the effectiveness of deep learning for natural language processing
• Developing algorithms for detecting and removing fake news from social media
• Investigating the impact of social media on mental health
• Developing algorithms for efficient image and video compression
• Investigating the use of big data analytics for predictive maintenance in manufacturing
• Developing algorithms for identifying and mitigating bias in machine learning models
• Investigating the ethical implications of autonomous vehicles
• Developing algorithms for detecting and preventing cyberbullying
• Investigating the use of machine learning for personalized medicine
• Developing algorithms for efficient and accurate speech recognition
• Investigating the impact of social media on political polarization
• Developing algorithms for sentiment analysis in social media data
• Investigating the use of virtual reality in education
• Developing algorithms for efficient data encryption and decryption
• Investigating the impact of technology on workplace productivity
• Developing algorithms for detecting and mitigating deepfakes
• Investigating the use of artificial intelligence in financial trading
• Developing algorithms for efficient database management
• Investigating the effectiveness of online learning platforms
• Developing algorithms for efficient and accurate facial recognition
• Investigating the use of machine learning for predicting weather patterns
• Developing algorithms for efficient and secure data transfer
• Investigating the impact of technology on social skills and communication
• Developing algorithms for efficient and accurate object recognition
• Investigating the use of machine learning for fraud detection in finance
• Developing algorithms for efficient and secure authentication systems
• Investigating the impact of technology on privacy and surveillance
• Developing algorithms for efficient and accurate handwriting recognition
• Investigating the use of machine learning for predicting stock prices
• Developing algorithms for efficient and secure biometric identification
• Investigating the impact of technology on mental health and well-being
• Developing algorithms for efficient and accurate language translation
• Investigating the use of machine learning for personalized advertising
• Developing algorithms for efficient and secure payment systems
• Investigating the impact of technology on the job market and automation
• Developing algorithms for efficient and accurate object tracking
• Investigating the use of machine learning for predicting disease outbreaks
• Developing algorithms for efficient and secure access control
• Investigating the impact of technology on human behavior and decision making
• Developing algorithms for efficient and accurate sound recognition
• Investigating the use of machine learning for predicting customer behavior
• Developing algorithms for efficient and secure data backup and recovery
• Investigating the impact of technology on education and learning outcomes
• Developing algorithms for efficient and accurate emotion recognition
• Investigating the use of machine learning for improving healthcare outcomes
• Developing algorithms for efficient and secure supply chain management
• Investigating the impact of technology on cultural and societal norms
• Developing algorithms for efficient and accurate gesture recognition
• Investigating the use of machine learning for predicting consumer demand
• Developing algorithms for efficient and secure cloud storage
• Investigating the impact of technology on environmental sustainability
• Developing algorithms for efficient and accurate voice recognition
• Investigating the use of machine learning for improving transportation systems
• Developing algorithms for efficient and secure mobile device management
• Investigating the impact of technology on social inequality and access to resources
• Machine learning for healthcare diagnosis and treatment
• Machine Learning for Cybersecurity
• Machine learning for personalized medicine
• Cybersecurity threats and defense strategies
• Big data analytics for business intelligence
• Blockchain technology and its applications
• Human-computer interaction in virtual reality environments
• Artificial intelligence for autonomous vehicles
• Natural language processing for chatbots
• Cloud computing and its impact on the IT industry
• Internet of Things (IoT) and smart homes
• Robotics and automation in manufacturing
• Augmented reality and its potential in education
• Data mining techniques for customer relationship management
• Computer vision for object recognition and tracking
• Quantum computing and its applications in cryptography
• Social media analytics and sentiment analysis
• Recommender systems for personalized content delivery
• Mobile computing and its impact on society
• Bioinformatics and genomic data analysis
• Deep learning for image and speech recognition
• Digital signal processing and audio processing algorithms
• Cloud storage and data security in the cloud
• Wearable technology and its impact on healthcare
• Computational linguistics for natural language understanding
• Cognitive computing for decision support systems
• Cyber-physical systems and their applications
• Edge computing and its impact on IoT
• Machine learning for fraud detection
• Cryptography and its role in secure communication
• Cybersecurity risks in the era of the Internet of Things
• Natural language generation for automated report writing
• 3D printing and its impact on manufacturing
• Virtual assistants and their applications in daily life
• Cloud-based gaming and its impact on the gaming industry
• Computer networks and their security issues
• Cyber forensics and its role in criminal investigations
• Machine learning for predictive maintenance in industrial settings
• Augmented reality for cultural heritage preservation
• Human-robot interaction and its applications
• Data visualization and its impact on decision-making
• Cybersecurity in financial systems and blockchain
• Computer graphics and animation techniques
• Biometrics and its role in secure authentication
• Cloud-based e-learning platforms and their impact on education
• Natural language processing for machine translation
• Machine learning for predictive maintenance in healthcare
• Cybersecurity and privacy issues in social media
• Computer vision for medical image analysis
• Natural language generation for content creation
• Cybersecurity challenges in cloud computing
• Human-robot collaboration in manufacturing
• Data mining for predicting customer churn
• Artificial intelligence for autonomous drones
• Cybersecurity risks in the healthcare industry
• Machine learning for speech synthesis
• Edge computing for low-latency applications
• Virtual reality for mental health therapy
• Quantum computing and its applications in finance
• Biomedical engineering and its applications
• Cybersecurity in autonomous systems
• Machine learning for predictive maintenance in transportation
• Computer vision for object detection in autonomous driving
• Augmented reality for industrial training and simulations
• Cloud-based cybersecurity solutions for small businesses
• Natural language processing for knowledge management
• Machine learning for personalized advertising
• Cybersecurity in the supply chain management
• Cybersecurity risks in the energy sector
• Computer vision for facial recognition
• Natural language processing for social media analysis
• Machine learning for sentiment analysis in customer reviews
• Explainable Artificial Intelligence
• Quantum Computing
• Blockchain Technology
• Human-Computer Interaction
• Natural Language Processing
• Cloud Computing
• Robotics and Automation
• Augmented Reality and Virtual Reality
• Cyber-Physical Systems
• Computational Neuroscience
• Big Data Analytics
• Computer Vision
• Cryptography and Network Security
• Internet of Things
• Computer Graphics and Visualization
• Artificial Intelligence for Game Design
• Computational Biology
• Social Network Analysis
• Bioinformatics
• Distributed Systems and Middleware
• Information Retrieval and Data Mining
• Computer Networks
• Mobile Computing and Wireless Networks
• Software Engineering
• Database Systems
• Parallel and Distributed Computing
• Human-Robot Interaction
• Intelligent Transportation Systems
• High-Performance Computing
• Cyber-Physical Security
• Deep Learning
• Sensor Networks
• Multi-Agent Systems
• Human-Centered Computing
• Wearable Computing
• Knowledge Representation and Reasoning
• Adaptive Systems
• Brain-Computer Interface
• Health Informatics
• Cognitive Computing
• Cybersecurity and Privacy
• Internet Security
• Cybercrime and Digital Forensics
• Cloud Security
• Cryptocurrencies and Digital Payments
• Machine Learning for Natural Language Generation
• Cognitive Robotics
• Neural Networks
• Semantic Web
• Image Processing
• Cyber Threat Intelligence
• Secure Mobile Computing
• Cybersecurity Education and Training
• Privacy Preserving Techniques
• Cyber-Physical Systems Security
• Virtualization and Containerization
• Machine Learning for Computer Vision
• Network Function Virtualization
• Cybersecurity Risk Management
• Information Security Governance
• Intrusion Detection and Prevention
• Biometric Authentication
• Machine Learning for Predictive Maintenance
• Security in Cloud-based Environments
• Cybersecurity for Industrial Control Systems
• Smart Grid Security
• Software Defined Networking
• Quantum Cryptography
• Security in the Internet of Things
• Natural language processing for sentiment analysis
• Blockchain technology for secure data sharing
• Developing efficient algorithms for big data analysis
• Cybersecurity for internet of things (IoT) devices
• Human-robot interaction for industrial automation
• Image recognition for autonomous vehicles
• Social media analytics for marketing strategy
• Quantum computing for solving complex problems
• Biometric authentication for secure access control
• Augmented reality for education and training
• Intelligent transportation systems for traffic management
• Predictive modeling for financial markets
• Cloud computing for scalable data storage and processing
• Virtual reality for therapy and mental health treatment
• Data visualization for business intelligence
• Recommender systems for personalized product recommendations
• Speech recognition for voice-controlled devices
• Mobile computing for real-time location-based services
• Neural networks for predicting user behavior
• Genetic algorithms for optimization problems
• Distributed computing for parallel processing
• Internet of things (IoT) for smart cities
• Wireless sensor networks for environmental monitoring
• Cloud-based gaming for high-performance gaming
• Social network analysis for identifying influencers
• Autonomous systems for agriculture
• Robotics for disaster response
• Data mining for customer segmentation
• Computer graphics for visual effects in movies and video games
• Virtual assistants for personalized customer service
• Natural language understanding for chatbots
• 3D printing for manufacturing prototypes
• Artificial intelligence for stock trading
• Machine learning for weather forecasting
• Biomedical engineering for prosthetics and implants
• Cybersecurity for financial institutions
• Machine learning for energy consumption optimization
• Computer vision for object tracking
• Natural language processing for document summarization
• Wearable technology for health and fitness monitoring
• Internet of things (IoT) for home automation
• Reinforcement learning for robotics control
• Big data analytics for customer insights
• Machine learning for supply chain optimization
• Natural language processing for legal document analysis
• Artificial intelligence for drug discovery
• Computer vision for object recognition in robotics
• Data mining for customer churn prediction
• Autonomous systems for space exploration
• Robotics for agriculture automation
• Machine learning for predicting earthquakes
• Natural language processing for sentiment analysis in customer reviews
• Big data analytics for predicting natural disasters
• Internet of things (IoT) for remote patient monitoring
• Blockchain technology for digital identity management
• Machine learning for predicting wildfire spread
• Computer vision for gesture recognition
• Natural language processing for automated translation
• Big data analytics for fraud detection in banking
• Internet of things (IoT) for smart homes
• Robotics for warehouse automation
• Machine learning for predicting air pollution
• Natural language processing for medical record analysis
• Augmented reality for architectural design
• Big data analytics for predicting traffic congestion
• Machine learning for predicting customer lifetime value
• Developing algorithms for efficient and accurate text recognition
• Natural Language Processing for Virtual Assistants
• Natural Language Processing for Sentiment Analysis in Social Media
• Explainable Artificial Intelligence (XAI) for Trust and Transparency
• Deep Learning for Image and Video Retrieval
• Edge Computing for Internet of Things (IoT) Applications
• Data Science for Social Media Analytics
• Cybersecurity for Critical Infrastructure Protection
• Natural Language Processing for Text Classification
• Quantum Computing for Optimization Problems
• Machine Learning for Personalized Health Monitoring
• Computer Vision for Autonomous Driving
• Blockchain Technology for Supply Chain Management
• Augmented Reality for Education and Training
• Natural Language Processing for Sentiment Analysis
• Machine Learning for Personalized Marketing
• Big Data Analytics for Financial Fraud Detection
• Cybersecurity for Cloud Security Assessment
• Artificial Intelligence for Natural Language Understanding
• Blockchain Technology for Decentralized Applications
• Virtual Reality for Cultural Heritage Preservation
• Natural Language Processing for Named Entity Recognition
• Machine Learning for Customer Churn Prediction
• Big Data Analytics for Social Network Analysis
• Cybersecurity for Intrusion Detection and Prevention
• Artificial Intelligence for Robotics and Automation
• Blockchain Technology for Digital Identity Management
• Virtual Reality for Rehabilitation and Therapy
• Natural Language Processing for Text Summarization
• Machine Learning for Credit Risk Assessment
• Big Data Analytics for Fraud Detection in Healthcare
• Cybersecurity for Internet Privacy Protection
• Artificial Intelligence for Game Design and Development
• Blockchain Technology for Decentralized Social Networks
• Virtual Reality for Marketing and Advertising
• Natural Language Processing for Opinion Mining
• Machine Learning for Anomaly Detection
• Big Data Analytics for Predictive Maintenance in Transportation
• Cybersecurity for Network Security Management
• Artificial Intelligence for Personalized News and Content Delivery
• Blockchain Technology for Cryptocurrency Mining
• Virtual Reality for Architectural Design and Visualization
• Natural Language Processing for Machine Translation
• Machine Learning for Automated Image Captioning
• Big Data Analytics for Stock Market Prediction
• Cybersecurity for Biometric Authentication Systems
• Artificial Intelligence for Human-Robot Interaction
• Blockchain Technology for Smart Grids
• Virtual Reality for Sports Training and Simulation
• Natural Language Processing for Question Answering Systems
• Machine Learning for Sentiment Analysis in Customer Feedback
• Big Data Analytics for Predictive Maintenance in Manufacturing
• Cybersecurity for Cloud-Based Systems
• Artificial Intelligence for Automated Journalism
• Blockchain Technology for Intellectual Property Management
• Virtual Reality for Therapy and Rehabilitation
• Natural Language Processing for Language Generation
• Machine Learning for Customer Lifetime Value Prediction
• Big Data Analytics for Predictive Maintenance in Energy Systems
• Cybersecurity for Secure Mobile Communication
• Artificial Intelligence for Emotion Recognition
• Blockchain Technology for Digital Asset Trading
• Virtual Reality for Automotive Design and Visualization
• Natural Language Processing for Semantic Web
• Machine Learning for Fraud Detection in Financial Transactions
• Big Data Analytics for Social Media Monitoring
• Cybersecurity for Cloud Storage and Sharing
• Artificial Intelligence for Personalized Education
• Blockchain Technology for Secure Online Voting Systems
• Virtual Reality for Cultural Tourism
• Natural Language Processing for Chatbot Communication
• Machine Learning for Medical Diagnosis and Treatment
• Big Data Analytics for Environmental Monitoring and Management.
• Cybersecurity for Cloud Computing Environments
• Virtual Reality for Training and Simulation
• Big Data Analytics for Sports Performance Analysis
• Cybersecurity for Internet of Things (IoT) Devices
• Artificial Intelligence for Traffic Management and Control
• Blockchain Technology for Smart Contracts
• Natural Language Processing for Document Summarization
• Machine Learning for Image and Video Recognition
• Blockchain Technology for Digital Asset Management
• Virtual Reality for Entertainment and Gaming
• Natural Language Processing for Opinion Mining in Online Reviews
• Machine Learning for Customer Relationship Management
• Big Data Analytics for Environmental Monitoring and Management
• Cybersecurity for Network Traffic Analysis and Monitoring
• Artificial Intelligence for Natural Language Generation
• Blockchain Technology for Supply Chain Transparency and Traceability
• Virtual Reality for Design and Visualization
• Natural Language Processing for Speech Recognition
• Machine Learning for Recommendation Systems
• Big Data Analytics for Customer Segmentation and Targeting
• Cybersecurity for Biometric Authentication
• Artificial Intelligence for Human-Computer Interaction
• Blockchain Technology for Decentralized Finance (DeFi)
• Virtual Reality for Tourism and Cultural Heritage
• Machine Learning for Cybersecurity Threat Detection and Prevention
• Big Data Analytics for Healthcare Cost Reduction
• Cybersecurity for Data Privacy and Protection
• Artificial Intelligence for Autonomous Vehicles
• Blockchain Technology for Cryptocurrency and Blockchain Security
• Virtual Reality for Real Estate Visualization
• Natural Language Processing for Question Answering
• Big Data Analytics for Financial Markets Prediction
• Cybersecurity for Cloud-Based Machine Learning Systems
• Artificial Intelligence for Personalized Advertising
• Blockchain Technology for Digital Identity Verification
• Virtual Reality for Cultural and Language Learning
• Natural Language Processing for Semantic Analysis
• Machine Learning for Business Forecasting
• Big Data Analytics for Social Media Marketing
• Artificial Intelligence for Content Generation
• Blockchain Technology for Smart Cities
• Virtual Reality for Historical Reconstruction
• Natural Language Processing for Knowledge Graph Construction
• Machine Learning for Speech Synthesis
• Big Data Analytics for Traffic Optimization
• Artificial Intelligence for Social Robotics
• Blockchain Technology for Healthcare Data Management
• Virtual Reality for Disaster Preparedness and Response
• Natural Language Processing for Multilingual Communication
• Machine Learning for Emotion Recognition
• Big Data Analytics for Human Resources Management
• Cybersecurity for Mobile App Security
• Artificial Intelligence for Financial Planning and Investment
• Blockchain Technology for Energy Management
• Virtual Reality for Cultural Preservation and Heritage.
• Big Data Analytics for Healthcare Management
• Cybersecurity in the Internet of Things (IoT)
• Artificial Intelligence for Predictive Maintenance
• Computational Biology for Drug Discovery
• Virtual Reality for Mental Health Treatment
• Machine Learning for Sentiment Analysis in Social Media
• Human-Computer Interaction for User Experience Design
• Cloud Computing for Disaster Recovery
• Quantum Computing for Cryptography
• Intelligent Transportation Systems for Smart Cities
• Cybersecurity for Autonomous Vehicles
• Artificial Intelligence for Fraud Detection in Financial Systems
• Social Network Analysis for Marketing Campaigns
• Cloud Computing for Video Game Streaming
• Machine Learning for Speech Recognition
• Augmented Reality for Architecture and Design
• Natural Language Processing for Customer Service Chatbots
• Machine Learning for Climate Change Prediction
• Big Data Analytics for Social Sciences
• Artificial Intelligence for Energy Management
• Virtual Reality for Tourism and Travel
• Cybersecurity for Smart Grids
• Machine Learning for Image Recognition
• Augmented Reality for Sports Training
• Natural Language Processing for Content Creation
• Cloud Computing for High-Performance Computing
• Artificial Intelligence for Personalized Medicine
• Virtual Reality for Architecture and Design
• Augmented Reality for Product Visualization
• Natural Language Processing for Language Translation
• Cybersecurity for Cloud Computing
• Artificial Intelligence for Supply Chain Optimization
• Blockchain Technology for Digital Voting Systems
• Virtual Reality for Job Training
• Augmented Reality for Retail Shopping
• Natural Language Processing for Sentiment Analysis in Customer Feedback
• Cloud Computing for Mobile Application Development
• Artificial Intelligence for Cybersecurity Threat Detection
• Blockchain Technology for Intellectual Property Protection
• Virtual Reality for Music Education
• Machine Learning for Financial Forecasting
• Augmented Reality for Medical Education
• Natural Language Processing for News Summarization
• Cybersecurity for Healthcare Data Protection
• Artificial Intelligence for Autonomous Robots
• Virtual Reality for Fitness and Health
• Machine Learning for Natural Language Understanding
• Augmented Reality for Museum Exhibits
• Natural Language Processing for Chatbot Personality Development
• Cloud Computing for Website Performance Optimization
• Artificial Intelligence for E-commerce Recommendation Systems
• Blockchain Technology for Supply Chain Traceability
• Virtual Reality for Military Training
• Augmented Reality for Advertising
• Natural Language Processing for Chatbot Conversation Management
• Cybersecurity for Cloud-Based Services
• Artificial Intelligence for Agricultural Management
• Blockchain Technology for Food Safety Assurance
• Virtual Reality for Historical Reenactments
• Machine Learning for Cybersecurity Incident Response.
• Secure Multiparty Computation
• Federated Learning
• Internet of Things Security
• Blockchain Scalability
• Quantum Computing Algorithms
• Explainable AI
• Data Privacy in the Age of Big Data
• Adversarial Machine Learning
• Deep Reinforcement Learning
• Online Learning and Streaming Algorithms
• Graph Neural Networks
• Automated Debugging and Fault Localization
• Mobile Application Development
• Software Engineering for Cloud Computing
• Cryptocurrency Security
• Edge Computing for Real-Time Applications
• Natural Language Generation
• Virtual and Augmented Reality
• Computational Biology and Bioinformatics
• Internet of Things Applications
• Robotics and Autonomous Systems
• Explainable Robotics
• 3D Printing and Additive Manufacturing
• Distributed Systems
• Parallel Computing
• Data Center Networking
• Data Mining and Knowledge Discovery
• Information Retrieval and Search Engines
• Network Security and Privacy
• Cloud Computing Security
• Data Analytics for Business Intelligence
• Neural Networks and Deep Learning
• Reinforcement Learning for Robotics
• Automated Planning and Scheduling
• Evolutionary Computation and Genetic Algorithms
• Formal Methods for Software Engineering
• Computational Complexity Theory
• Bio-inspired Computing
• Computer Vision for Object Recognition
• Automated Reasoning and Theorem Proving
• Natural Language Understanding
• Machine Learning for Healthcare
• Scalable Distributed Systems
• Sensor Networks and Internet of Things
• Smart Grids and Energy Systems
• Software Testing and Verification
• Web Application Security
• Wireless and Mobile Networks
• Computer Architecture and Hardware Design
• Digital Signal Processing
• Game Theory and Mechanism Design
• Multi-agent Systems
• Evolutionary Robotics
• Quantum Machine Learning
• Computational Social Science
• Explainable Recommender Systems.
• Artificial Intelligence and its applications
• Cloud computing and its benefits
• Cybersecurity threats and solutions
• Internet of Things and its impact on society
• Virtual and Augmented Reality and its uses
• Blockchain Technology and its potential in various industries
• Web Development and Design
• Digital Marketing and its effectiveness
• Big Data and Analytics
• Software Development Life Cycle
• Gaming Development and its growth
• Network Administration and Maintenance
• Machine Learning and its uses
• Data Warehousing and Mining
• Computer Architecture and Design
• Computer Graphics and Animation
• Quantum Computing and its potential
• Data Structures and Algorithms
• Computer Vision and Image Processing
• Robotics and its applications
• Operating Systems and its functions
• Information Theory and Coding
• Compiler Design and Optimization
• Computer Forensics and Cyber Crime Investigation
• Distributed Computing and its significance
• Artificial Neural Networks and Deep Learning
• Cloud Storage and Backup
• Programming Languages and their significance
• Computer Simulation and Modeling
• Computer Networks and its types
• Information Security and its types
• Computer-based Training and eLearning
• Medical Imaging and its uses
• Social Media Analysis and its applications
• Human Resource Information Systems
• Computer-Aided Design and Manufacturing
• Multimedia Systems and Applications
• Geographic Information Systems and its uses
• Computer-Assisted Language Learning
• Mobile Device Management and Security
• Data Compression and its types
• Knowledge Management Systems
• Text Mining and its uses
• Cyber Warfare and its consequences
• Wireless Networks and its advantages
• Computer Ethics and its importance
• Computational Linguistics and its applications
• Autonomous Systems and Robotics
• Information Visualization and its importance
• Geographic Information Retrieval and Mapping
• Business Intelligence and its benefits
• Digital Libraries and their significance
• Artificial Life and Evolutionary Computation
• Computer Music and its types
• Virtual Teams and Collaboration
• Computer Games and Learning
• Semantic Web and its applications
• Electronic Commerce and its advantages
• Multimedia Databases and their significance
• Computer Science Education and its importance
• Computer-Assisted Translation and Interpretation
• Ambient Intelligence and Smart Homes
• Autonomous Agents and Multi-Agent Systems.

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100 Great Computer Science Research Topics Ideas for 2023

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

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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.

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Hiring CS Graduates: What We Learned from Employers

Computer science ( CS ) majors are in high demand and account for a large part of national computer and information technology job market applicants. Employment in this sector is projected to grow 12% between 2018 and 2028, which is faster than the average of all other occupations. Published data are available on traditional non-computer science-specific hiring processes. However, the hiring process for CS majors may be different. It is critical to have up-to-date information on questions such as “what positions are in high demand for CS majors?,” “what is a typical hiring process?,” and “what do employers say they look for when hiring CS graduates?” This article discusses the analysis of a survey of 218 recruiters hiring CS graduates in the United States. We used Atlas.ti to analyze qualitative survey data and report the results on what positions are in the highest demand, the hiring process, and the resume review process. Our study revealed that a software developer was the most common job the recruiters were looking to fill. We found that the hiring process steps for CS graduates are generally aligned with traditional hiring steps, with an additional emphasis on technical and coding tests. Recruiters reported that their hiring choices were based on reviewing resume’s experience, GPA, and projects sections. The results provide insights into the hiring process, decision making, resume analysis, and some discrepancies between current undergraduate CS program outcomes and employers’ expectations.

A Systematic Literature Review of Empiricism and Norms of Reporting in Computing Education Research Literature

Context. Computing Education Research (CER) is critical to help the computing education community and policy makers support the increasing population of students who need to learn computing skills for future careers. For a community to systematically advance knowledge about a topic, the members must be able to understand published work thoroughly enough to perform replications, conduct meta-analyses, and build theories. There is a need to understand whether published research allows the CER community to systematically advance knowledge and build theories. Objectives. The goal of this study is to characterize the reporting of empiricism in Computing Education Research literature by identifying whether publications include content necessary for researchers to perform replications, meta-analyses, and theory building. We answer three research questions related to this goal: (RQ1) What percentage of papers in CER venues have some form of empirical evaluation? (RQ2) Of the papers that have empirical evaluation, what are the characteristics of the empirical evaluation? (RQ3) Of the papers that have empirical evaluation, do they follow norms (both for inclusion and for labeling of information needed for replication, meta-analysis, and, eventually, theory-building) for reporting empirical work? Methods. We conducted a systematic literature review of the 2014 and 2015 proceedings or issues of five CER venues: Technical Symposium on Computer Science Education (SIGCSE TS), International Symposium on Computing Education Research (ICER), Conference on Innovation and Technology in Computer Science Education (ITiCSE), ACM Transactions on Computing Education (TOCE), and Computer Science Education (CSE). We developed and applied the CER Empiricism Assessment Rubric to the 427 papers accepted and published at these venues over 2014 and 2015. Two people evaluated each paper using the Base Rubric for characterizing the paper. An individual person applied the other rubrics to characterize the norms of reporting, as appropriate for the paper type. Any discrepancies or questions were discussed between multiple reviewers to resolve. Results. We found that over 80% of papers accepted across all five venues had some form of empirical evaluation. Quantitative evaluation methods were the most frequently reported. Papers most frequently reported results on interventions around pedagogical techniques, curriculum, community, or tools. There was a split in papers that had some type of comparison between an intervention and some other dataset or baseline. Most papers reported related work, following the expectations for doing so in the SIGCSE and CER community. However, many papers were lacking properly reported research objectives, goals, research questions, or hypotheses; description of participants; study design; data collection; and threats to validity. These results align with prior surveys of the CER literature. Conclusions. CER authors are contributing empirical results to the literature; however, not all norms for reporting are met. We encourage authors to provide clear, labeled details about their work so readers can use the study methodologies and results for replications and meta-analyses. As our community grows, our reporting of CER should mature to help establish computing education theory to support the next generation of computing learners.

Light Diacritic Restoration to Disambiguate Homographs in Modern Arabic Texts

Diacritic restoration (also known as diacritization or vowelization) is the process of inserting the correct diacritical markings into a text. Modern Arabic is typically written without diacritics, e.g., newspapers. This lack of diacritical markings often causes ambiguity, and though natives are adept at resolving, there are times they may fail. Diacritic restoration is a classical problem in computer science. Still, as most of the works tackle the full (heavy) diacritization of text, we, however, are interested in diacritizing the text using a fewer number of diacritics. Studies have shown that a fully diacritized text is visually displeasing and slows down the reading. This article proposes a system to diacritize homographs using the least number of diacritics, thus the name “light.” There is a large class of words that fall under the homograph category, and we will be dealing with the class of words that share the spelling but not the meaning. With fewer diacritics, we do not expect any effect on reading speed, while eye strain is reduced. The system contains morphological analyzer and context similarities. The morphological analyzer is used to generate all word candidates for diacritics. Then, through a statistical approach and context similarities, we resolve the homographs. Experimentally, the system shows very promising results, and our best accuracy is 85.6%.

A genre-based analysis of questions and comments in Q&A sessions after conference paper presentations in computer science

Gender diversity in computer science at a large public r1 research university: reporting on a self-study.

With the number of jobs in computer occupations on the rise, there is a greater need for computer science (CS) graduates than ever. At the same time, most CS departments across the country are only seeing 25–30% of women students in their classes, meaning that we are failing to draw interest from a large portion of the population. In this work, we explore the gender gap in CS at Rutgers University–New Brunswick, a large public R1 research university, using three data sets that span thousands of students across six academic years. Specifically, we combine these data sets to study the gender gaps in four core CS courses and explore the correlation of several factors with retention and the impact of these factors on changes to the gender gap as students proceed through the CS courses toward completing the CS major. For example, we find that a significant percentage of women students taking the introductory CS1 course for majors do not intend to major in CS, which may be a contributing factor to a large increase in the gender gap immediately after CS1. This finding implies that part of the retention task is attracting these women students to further explore the major. Results from our study include both novel findings and findings that are consistent with known challenges for increasing gender diversity in CS. In both cases, we provide extensive quantitative data in support of the findings.

Designing for Student-Directedness: How K–12 Teachers Utilize Peers to Support Projects

Student-directed projects—projects in which students have individual control over what they create and how to create it—are a promising practice for supporting the development of conceptual understanding and personal interest in K–12 computer science classrooms. In this article, we explore a central (and perhaps counterintuitive) design principle identified by a group of K–12 computer science teachers who support student-directed projects in their classrooms: in order for students to develop their own ideas and determine how to pursue them, students must have opportunities to engage with other students’ work. In this qualitative study, we investigated the instructional practices of 25 K–12 teachers using a series of in-depth, semi-structured interviews to develop understandings of how they used peer work to support student-directed projects in their classrooms. Teachers described supporting their students in navigating three stages of project development: generating ideas, pursuing ideas, and presenting ideas. For each of these three stages, teachers considered multiple factors to encourage engagement with peer work in their classrooms, including the quality and completeness of shared work and the modes of interaction with the work. We discuss how this pedagogical approach offers students new relationships to their own learning, to their peers, and to their teachers and communicates important messages to students about their own competence and agency, potentially contributing to aims within computer science for broadening participation.

Creativity in CS1: A Literature Review

Computer science is a fast-growing field in today’s digitized age, and working in this industry often requires creativity and innovative thought. An issue within computer science education, however, is that large introductory programming courses often involve little opportunity for creative thinking within coursework. The undergraduate introductory programming course (CS1) is notorious for its poor student performance and retention rates across multiple institutions. Integrating opportunities for creative thinking may help combat this issue by adding a personal touch to course content, which could allow beginner CS students to better relate to the abstract world of programming. Research on the role of creativity in computer science education (CSE) is an interesting area with a lot of room for exploration due to the complexity of the phenomenon of creativity as well as the CSE research field being fairly new compared to some other education fields where this topic has been more closely explored. To contribute to this area of research, this article provides a literature review exploring the concept of creativity as relevant to computer science education and CS1 in particular. Based on the review of the literature, we conclude creativity is an essential component to computer science, and the type of creativity that computer science requires is in fact, a teachable skill through the use of various tools and strategies. These strategies include the integration of open-ended assignments, large collaborative projects, learning by teaching, multimedia projects, small creative computational exercises, game development projects, digitally produced art, robotics, digital story-telling, music manipulation, and project-based learning. Research on each of these strategies and their effects on student experiences within CS1 is discussed in this review. Last, six main components of creativity-enhancing activities are identified based on the studies about incorporating creativity into CS1. These components are as follows: Collaboration, Relevance, Autonomy, Ownership, Hands-On Learning, and Visual Feedback. The purpose of this article is to contribute to computer science educators’ understanding of how creativity is best understood in the context of computer science education and explore practical applications of creativity theory in CS1 classrooms. This is an important collection of information for restructuring aspects of future introductory programming courses in creative, innovative ways that benefit student learning.

CATS: Customizable Abstractive Topic-based Summarization

Neural sequence-to-sequence models are the state-of-the-art approach used in abstractive summarization of textual documents, useful for producing condensed versions of source text narratives without being restricted to using only words from the original text. Despite the advances in abstractive summarization, custom generation of summaries (e.g., towards a user’s preference) remains unexplored. In this article, we present CATS, an abstractive neural summarization model that summarizes content in a sequence-to-sequence fashion while also introducing a new mechanism to control the underlying latent topic distribution of the produced summaries. We empirically illustrate the efficacy of our model in producing customized summaries and present findings that facilitate the design of such systems. We use the well-known CNN/DailyMail dataset to evaluate our model. Furthermore, we present a transfer-learning method and demonstrate the effectiveness of our approach in a low resource setting, i.e., abstractive summarization of meetings minutes, where combining the main available meetings’ transcripts datasets, AMI and International Computer Science Institute(ICSI) , results in merely a few hundred training documents.

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Factors affecting student educational choices regarding oer material in computer science, export citation format, share document.

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• A Research Guide
• Research Paper Topics

30 Interesting Computer Science Research Paper Topics

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• Biotechnology, medicine, and computer science
• Neuron networks and machine learning
• Big data analysis
• Virtual reality and its connection to human perception
• The success of computer-assisted education
• Computer assistance in support services
• Database architecture and management
• Human-computer interactions. The importance of usability
• The limits of computation and communication
• Computers and media. Where is the line between art and math modeling?
• Why there are so much programming languages?
• Digital security versus private information
• Encrypting and decrypting
• Quantum computers. Are they the future?
• Is the evolution of search algorithms finished?
• The importance of open source software
• Portable gadgets and the peculiarities of software development for them
• Cloud storages: advantages and disadvantages
• Computer viruses: the main principles of work and the hazards
• DDOS attacks, their danger on the global scale and their prevention
• Is SCRUM methodology the best-invented one for computer science?
• The online medicine apps: can they sometimes substitute the treatment of real doctors?
• 5G Wireless System: is it the future?
• Windows, macOS, UNIX – what OS is the most perspective now?
• Biometric systems and recognizing
• Ethical hacking. Who are the “white hat hackers”?
• Cyborgs: is it sci-fi or nearest future?
• The ATM and bank security
• The evolution of torrents
• What is blockchain?

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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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Fundamentals of Discrete Math for Computer Science

A Problem-Solving Primer

• © 2013
• Tom Jenkyns 0 ,
• Ben Stephenson 1

Department of Mathematics, Brock University, St. Catharines, Canada

You can also search for this author in PubMed   Google Scholar

Department of Computer Science, University of Calgary, Calgary, Canada

• Highly accessible and easy to read, introducing concepts in discrete mathematics without requiring a university-level background in mathematics
• Ideally structured for classroom-use and self-study, with modular chapters following ACM curriculum recommendations
• Contains examples and exercises throughout the text, and highlights the most important concepts in each section

Part of the book series: Undergraduate Topics in Computer Science (UTICS)

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Table of contents (10 chapters)

Front matter, algorithms, numbers, and machines.

• Tom Jenkyns, Ben Stephenson

Sets, Sequences, and Counting

Boolean expressions, logic, and proof, searching and sorting, graphs and trees, relations: especially on (integer) sequences, sequences and series, generating sequences and subsets, discrete probability and average-case complexity, turing machines, back matter.

• Analysis of Algorithms
• Complexity Analysis
• Discrete Mathematics
• Proof of Correctness
• algorithm analysis and problem complexity

About this book

From the reviews:

“This book is dedicated to presenting the basic notions of discrete mathematics for undergraduate students in computer science. With a good balance between theory and practice – including the algorithmic point of view – this book will prove very helpful. … Many examples and exercises make the book both enjoyable and useful.” (Jean-Paul Allouche, zbMATH, Vol. 1278, 2014)

“Jenkyns (Brock Univ., Canada) and Stephenson (Univ. of Calgary, Canada) have written an introductory textbook on discrete mathematics for computer science majors. The volume’s ten chapters cover the standard topics taught in such courses at the freshman or sophomore level … . In comparison with other introductory discrete mathematics textbooks, this work has a very strong emphasis on algorithms, proofs of algorithmic correctness, and the analysis of worst-case and average-case complexity. … Summing Up: Recommended. Lower-division undergraduates.” (B. Borchers, Choice, Vol. 50 (9), May,2013)

“This book is specifically aimed at CS students. The authors include the same discrete math topics that other books have, but, in contrast to most existing books, they introduce each topic with a clear (and entertaining) CS motivation. … Each section is well written, with a highlighted subsection on the most important ideas and plenty of exercises. I highly recommend this book to everyone.” (V. Kreinovich, Computing Reviews, December, 2012)

Authors and Affiliations

Tom Jenkyns

Ben Stephenson

About the authors

Dr. Tom Jenkyns is an Associate Professor in the Department of Mathematics and the Department of Computer Science at Brock University, Canada.

Dr. Ben Stephenson is an Instructor in the Department of Computer Science at the University of Calgary, Canada.

Bibliographic Information

Book Title : Fundamentals of Discrete Math for Computer Science

Book Subtitle : A Problem-Solving Primer

Authors : Tom Jenkyns, Ben Stephenson

Series Title : Undergraduate Topics in Computer Science

DOI : https://doi.org/10.1007/978-1-4471-4069-6

Publisher : Springer London

eBook Packages : Computer Science , Computer Science (R0)

Copyright Information : Springer-Verlag London Ltd., part of Springer Nature 2013

eBook ISBN : 978-1-4471-4069-6 Published: 16 October 2012

Series ISSN : 1863-7310

Series E-ISSN : 2197-1781

Edition Number : 1

Number of Pages : XII, 416

Number of Illustrations : 143 b/w illustrations

Topics : Discrete Mathematics in Computer Science , Algorithm Analysis and Problem Complexity

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Research Methodologies in Computer Science

This is a collection of notes I have accumulated regarding research method-ologies, especially for the use of my project students. It is a document mainly directed for my students, and not an official document by the department of computer science. 1 Definition of Research Methodology Definition (private communication by Markus Roggenbach) The methodology is the general strategy that outlines the way in which the project is to be undertaken and, among other things, identifies the methods to be used in it. 2 List of Research Methodologies • A good book (directed at Humanities) is [vPHZ12]. • [Ama15] lists as research methodologies the following: formal, experimen-tal, build, process. • [Wik15d] list under “See also ” the following methodologies:

Related Papers

Journal of Computer Science IJCSIS , Chikezie K Nwagu

This paper discusses the several research methodologies that can be used in Computer Science (CS) and Information Systems (IS). The research methods vary according to the science domain and project field. However a little of research methodologies can be reasonable for Computer Science and Information System.

Hossein Hassani

Research methods are essential parts in conducting any research project. Although they have been theorized and summarized based on best practices, every field of science requires an adaptation of the overall approaches to perform research activities. In addition, any specific research needs a particular adjustment to the generalized approach and specializing them to suit the project in hand. However, unlike most well-established science disciplines, computing research is not supported by well-defined, globally accepted methods. This is because of its infancy and ambiguity in its definition, on one hand, and its extensive coverage and overlap with other fields, on the other hand. This article discusses the research methods in science and engineering in general and in computing in particular. It shows that despite several special parameters that make research in computing rather unique, it still follows the same steps that any other scientific research would do. The article also shows...

Hafez Ahmad

Khamis S Moh'd

Fatima Shaikh

In the area of scientific researches, research methods are important parameters to describe research properly. In the approach towards research methods, Qualitative research is dominantly been used to study collection of a variety of empirical materials. In the approach towards modern scientific researches based on research methods, the detail research methods have been designed to deepen the student‘s appreciation of what computer research is and how it is carried out. Much of the ingenuity in research involves selecting and tailoring the method to the question at hand. However in these research methods, students should be able to identify seminal and cutting-edge topics in computer science, distinguish research topics from engineering tasks, and know how to go about evaluating the novelty and contribution of a research idea. They should know how to write a critical survey. To achieve this objective in this paper, a qualitative research approach is proposed to achieve a good knowle...

Xochitl Ortiz

The authors felt during their several years of teaching experience that students fail to understand the books written on Research Methodology because generally they are written in technical language. Since this course is not taught before the Master’s degree, the students are not familiar with its vocabulary, methodology and course contents. The authors have made an attempt to write it in very non- technical language. It has been attempted that students who try to understand the research methodology through self-learning may also find it easy. The chapters are written with that approach. Even those students who intend to attain high level of knowledge of the research methodology in social sciences will find this book very helpful in understanding the basic concepts before they read any book on research methodology. This book is useful those students who offer the Research Methodology at Post Graduation and M.Phil. Level. This book is also very useful for Ph.D. Course Work examinations.

ACM SIGCSE Bulletin

Bruria Haberman

Artificial Intelligence for Engineering, Design, Analysis and Manufacturing

Yoram Reich

This annotated bibliography includes a small sample of sources on various aspects of research methodology from diverse disciplines that influence research on artificial intelligence techniques in engineering design analysis and manufacturing (AIEDAM). Some of these sources are extended edited volumes containing many relevant contributions and pointing to additional references. These volumes are marked by a preceding bullet (•). The bibliography is not comprehensive; it covers only several important subjects, and in each subject it lists several representative contributions ordered chronologically.

South African Computer …

Ian Sanders

Department of Computer Science, University of the Witwatersrand, [email protected], [email protected], [email protected], [email protected] ... Research skills are important for any academic and can be of great benefit to any professional person. These skills are, ...

This Book one of the best in research methodology

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Home > FACULTIES > Computer Science > CSD-ETD

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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Computer Science Project Topics and Materials PDF Free Download

Free computer science project topics and research materials PDF and DOC free download with abstract, documentation, software, and source codes for final year undergraduate and thesis students in the 2023 academic session.

Final year CSE students who want to qualify for National Diploma (ND) , Higher National Diploma (HND) , Bachelor of Sciences (BSC) , Master of Science (MSC) , and Ph.D. (Doctor of Philosophy) can download already developed software and source codes for their projects.

Computer science undergraduate and thesis students in the computer science department can get free computer science final year project topics with abstract PDF and ready-made complete materials in MS-word format on this website from chapters 1 to 5 with the references, software, and source code.

Eduprojecttopics is an online academic research repository platform and we have helped so many students online with their computer science project works and source code, software development, and assignments.

Free Computer Science Project Topics PDF for Final Year Students

In our research archive, we have free creative computer science project topics PDF and premium research papers in networking, web design and developments, mobile applications, data mining, systems, mini-projects, and also, related research seminar topics and journals for final-year students in the computer science department.

SEE ALL THE TOPICS HERE

Computer science Master’s and Ph.D. students can also get their thesis topic ideas and dissertation publications related to computer science. Also, we decided to list free computer science project topics with premium research materials for final-year students below. You can pick your topics below this page and submit them to your supervisor for approval. After approval, you can come back to download the complete project material of the approved topic instantly.

Contents of Computer Science Project Material PDF Document on this Website

Computer science project topics on this website have their complete material from chapters 1-5 and each publication comes with either PHP , JAVA , HTML , CSS source code, or software. If you wish to download a copy of our computer science publication from chapters 1-5, we would like to let you know that our project material documents on any topic come with:

• The t itle page with the case study, t able of contents, and Abstract
• Introduction, the background of the study, statement of the problem, research questions, objectives of the study, research hypothesis, the signification of the study, the scope of the study, the definition of terms, organization of the study
• Literature review, theoretical framework, conceptual framework
• Methodology, facts finding, analysis of the existing system(s), system design, objectives of the design of the proposed system, factors considered in the design of the proposed system, the architectural design of the proposed system, database design of the proposed system, database specification, functional requirements, modeling the proposed system, use case diagram, activity diagram of the system, choice of programming language
• Implementation and results, programming language selection, requirement definition, hardware and software requirements, communication interfaces, system maintenance, application interface
• Summary, conclusions, recommendation, summary, conclusion, recommendation, references, and appendices.

We have interesting computer science project topics, and ideas for final year project students taking computer science courses in Nigeria, Ghana, Cameroon, Kenya, India, Turkey, Zambia, and other countries in Asia, Africa, and Europe.

Computer science students can use these free project topic ideas listed on this website with a case study for their academic research works. Below is a list of best computer science project topics and materials PDF documents download for students acquiring a degree National Diploma (ND 2) , Higher National Diploma (HND 2), and Bachelor of Sciences (BSC).

List of Free Computer Science Project Topics and Research Materials PDF 2023

• Generation of Mobile Network and Challenges of Adoption in Nigeria
• Internet of Things and Its Challenges for Usability in Nigeria
• Design and Implementation of Operating System Teaching Website
• Design and Implementation of a Product Expiry Alert Management System
• Impact Of Database On Organizational Performance In An Industry
• Developing a Church Management System for God’s Fire Ministry International
• Design and Implementation of Biometric-Based Attendance Management System
• Design and Implementation of an Online Shopping System (A Case Study of Mahadi Mega Shops, Kaduna)
• An Ubiquitous Online System To Evaluate User Self-Efficacy And Anxiety On Distance Learning
• An Intelligent System For Combatting Crime/Terrorism
• Design And Implementation Of Computerized Staff Payroll Information System
• Design And Implementation Of Computerized Restaurant Menu System
• Design And Implementation Of Computerized Registration Application For School Enrollment
• Design And Implementation Of Computerized Price Checking System
• Design And Implementation Of Coronavirus Tracking System For Infected Patience
• The Effect Of Network Java On Communication System In Nigeria
• Design And Implementation Of An Automatic Street Lighting System Using IOT
• Detecting Phishing Websites Using Machine Learning
• The Impact Of Mobile Phone Self-Efficacy And Computer Anxiety On Distance Learners’ Attitude To Online Courses
• Digital Marketing as an effective tool in achieving Business Expansion in Covid-19 era
• Design And Implementation Of Computer-Based Population Census Information System For National Population Commission
• Design And Implementation Of Computer-Aided Hardware Instructor.
• Design And Implementation Of Commercial Vehicle Registration And Task Management System In A Campus
• Design And Implementation Of Campus Wide Wireless Network
• Design Of An IOT Based Smart Home Using Amazon Alexa
• Design And Implementation Of Campus Online Help Desk Information System
• Design And Implementation Of Automatic Payment Portal System (A Case Study Of Ahmadu Bello University, Zaria, Kongo Campus)
• Design And Implementation Of Automated Patient Medical Record System (A Case Study Of Delhatu Specialist Hospital, Lafia)
• Design And Implementation Of Automated Nysc Posting System
• Design And Implementation Of Automated Motor Vehicle Driving System
• Design And Implementation Of Automated Estate Agent And Property Management System (E-Property)
• Design And Implementation Of An Online Vehicle And Plate Number Registration And Identification System In Nigeria
• Design And Implementation Of An Online System For Domestic Flight Customer Information Management System
• Design And Implementation Of An Online Real-Time Parcel Tracking And Monitoring System (A Case Study Of Nigerian Postal Service (Nipost)
• Design And Implementation Of An Online Legal Practitioners Representation System (A Case Study Of Afikpo Customary Court Afikpo)
• Design And Implementation Of An Online Healthcare System (Case Study Of General Hospital, Minna)
• Design And Implementation Of An Online Crime Reporting System
• Design And Implementation Of An Online Clearing System For Graduating Students
• Design And Implementation Of An Online Bookstore With E-Payment Integration (A Case Study Of Madonna University Nigeria Bookstore)
• Design And Implementation Of An Online Bookstore Management System (A Case Study Of Kano Public Library In Nigeria (Kpl))
• Design And Implementation Of An Online Birth Registration And Birth Rate Monitoring Information Record System
• Design And Implementation Of An Online Auctioning And Bidding System
• Design And Implementation Of An Online Airline Reservation Information System
• Design And Implementation Of An Online Academic E-Learning And Workflow Management System
• Design And Implementation Of An Nysc Information System
• Design And Implementation Of An Internet Based Advertisement Desk For A Multi-Product Manufacturing Company (A Case Study Of Dangote Group Of Company, Ilorin)
• Design And Implementation Of An Expert System On Diagnosis Of Communicable Diseases
• Design And Implementation Of An Expert Management System For Automobile Fault Detection
• Design And Implementation Of An Electronic Patient Management System . (A Case Study Of Shonahan Hospital, Nsukka Enugu)
• Design And Implementation Of An E-Registration System In Tertiary Institutions
• Design And Implementation Of An Automated Student Result Processing System (A Case Study Of Department Of Computer Science, Kogi State Polytechnic, Lokoja)
• Design And Implementation Of An Automated Payroll System A Case Study Of The Nigerian Communications Commission- (Ncc) Corporate Headquarters Maitama, Abuja
• Design And Implementation Of An Automated Inventory Control System For Nigerian Breweries Plc, Enugu
• Design And Implementation Of An Academic Information System Using Relational Database And Http Sever (A Case Study Of Federal Polytechnic Nekede, Owerri)
• Design And Implementation Of Alarm Based Pharmacy Inventory Application
• Design And Implementation Of Airline Flight Information System (A Case Study Of Air Nigeria, Lagos State.)
• Design And Implementation Of A Web-Based Students Automated Grade Point Average (Gpa) Calculator
• Design And Implementation Of A Web-Based Healthcare Information System For Malaria Diagnosis
• Design And Implementation Of A Web-Based E-Post Management System
• Design And Implementation Of A Web-Based Alumni Database Management System (A Case Study Of Nnamdi Azikiwe University Alumni Association)
• Design And Implementation Of A Web Based Voting Registration System (A Case Study Of Inec Lagos)
• Design And Implementation Of A Virtual E-Learning System (A Case Study Of Lagos State University)
• Design And Implementation Of A Social Media Based Web Application For Prospective University Students (A Case Study Of Covenant University)
• Design And Implementation Of A Security Information System (A Case Study Of The Nigerian Police
• Design And Implementation Of A Recruitment Management System
• Design And Implementation Of A Police Crime Diary
• Design And Implementation Of A Management Information System For Political Parties
• Design And Implementation Of A Digital Museum
• Design And Implementation Of A Digital Diary
• Design And Implementation Of A Departmental Portal (Case Study Of Computer Science Department)
• Design And Implementation Of A Computerized Population Calculator
• Guidance And Counselling Management System
• Design And Implementation Of A Computerized Personnel Auditing System Of A Local Government Administration (Case Study Abia State Board Of Internal Revenue)
• Design And Implementation Of A Computerized Library Offense Documentation System
• Design And Implementation Of A Computerized Land Information System
• Design And Implementation Of A Computerized Goods Transportation System
• Design And Implementation Of A Computerized Educational Administrative Information System (A Case Study Of Post-Primary School Management Board)
• Design And Implementation Of A Computerized Drug Information Management System, Drug Procurement And Distribution Tracking System
• Design And Implementation Of A Computerized Banking System (A Case Study Of United Bank For Africa)
• Design And Implementation Of A Computerised Traffic Offence Documentation System (Case Study Of Federal Road Safety Commissioner, Enugu)
• Design And Implementation Of A Computer Intelligent Pharmaceutical Center System (A Case Study Of Unth Enugu)
• Design And Implementation Of A Computer-Driven Stock Management System For Small Businesses Record Keeping And Tracking
• Design And Implementation Of A Computer Based Warehousing Information System (A Case Study Of Nigeria Ports Authority)
• Design And Implementation Of A Computer Based Stadium Information Management System
• Design And Implementation Of A Collaborative Software As A Service Based Office Management System
• Design And Implementation Of A Collaborative And File Management System For Mobile Applications
• Design And Implementation Of Online Registration Portal (A Case Study Of Hassan Usman Katsina Polytechnic)
• Design And Implementation An Automated Student Registration System (A Case Study Of The Polytechnic Ibadan)
• Design And Implement A Computerized System For File Sharing And Access Control
• Design And Implementation Of Medical Diagnostic Of Expert System
• Data Mining Application For Determining Students’ Academic Performance (A Case Study Of Kwara State Polytechnic, Ilorin)
• Data Centralization Over Network Application For Insurance Services
• Computerizing Piggery Farm Management System
• Computerized Transcript Management System (A Case Study Of Caritas University)
• Computerized Crime Tracking Information System (Case Study Of Nigeria Police)
• Computerization Of Invigilator’S Timetable (A Case Study Of Computer Science Department Institute Of Basic And Applied Sciences, (Ibas) Kwara State Polytechnic, Ilorin)
• Computerization Of Communication Media Maintenance And Management (A Case Study Of Kwara State Television Authority, Ilorin)
• Computerization Of Chamber Record Keeping System
• Computerization Of Medical Diagnosis Information System (A Case Study Of University Of Ilorin Teaching Hospital – Uith)
• Computer Based Census Management System (A Case Study Of National Population Commission (Npc)
• Computer Animation For Nursery Pupils (A Case Study Of Lizbey Model School)
• Computer Aided Learning Of Basic Science Subjects. (A Case Study Of Ss1 Class)
• Cheque Clearing System In Nigeria Money Deposit Banks (A Case Study Of Access Bank Of Nigeria Plc)
• Automation Of Student Information Management System (A Case Study Of Tolyfun International Schools)
• Automation Of Binomial Expansion Using Pascal Triangle
• Application Of Virtual Private Network (Vpn) In Electricity Industry
• Application Of Queue Theory In Reduction Of Prison Congestion (A Case Study Of Nigeria Prison Service, Oke-Kura, Ilorin)
• An Online Tax Management System For Taxis In Kampala
• An Improved Image Steganography Based On Least Significant Bit Matching Revisited (Lsbmr) Using Sobel Edge Detection
• An Enhanced Online Result Processing System For Information Management Technology Department
• Alternative To Existing Social Web Media
• A Web-Based Rental System (A Case-Study Of Uniben Transport Services)
• A Socio-Technological Analysis Of Cyber Crime And Cyber Security In Nigeria
• Stock Management System Complete Project
• Elearning System Project
• Stock Management System Project Report
• Effect Of Management Information System In The Service Delivery (A Case Study Of University Of Uyo)
• Development Of A Stock Management System (A Case Study Of Samsiz Supermarket, Agbara)
• Design And Implementation Of A Sales Management System (A Case Study Of Gbemade Mini Sawmill And Woodwork)
• Development Of Web Based Job Recruitment Portal (A Case Study Of Mubat Feed Mill, Ogun State )
• Design And Implementation Of Inventory Management System
• Design And Implementation Of Online Admission Screening System
• Design And Implementation Of An Online Chat System
• Design And Implementation Of An Online File-Sharing System
• Design And Implementation Of A Computerized Assignment Submission System (A Case Study Of Computer Science Department (Ogitech)
• Design And Implementation Of An Online Bookshop (A Case Study Of Federal Polytechnic Nekede Owerri Bookshop)
• Automated Questioning System (A Case Study Of Faculty Of Pure And Applied Science, Ogun State Institute Of Technology)
• Design And Implementation Of A Web-Based Recruitment System For The Nigeria Air-Force
• Development Of An Online Visitor Gate Pass Management System (A Case Study Of Ogitech Security Gate, Igbesa)
• Customer Registration And Stock System Department Of The Company
• Computerization Of Student Examination Result ( A Case Study Of Kogi State Polytechnic, Lokoja )
• A Card Based Security System (A Case Study Of Eco Bank)
• Design And Development Of Personnel Information System
• Computerization Of Medical Records And Diagnosis
• Design And Implementation Of Voice Based Email System For Blinds
• Design And Implementation Of Road Traffic Management System
• Design And Simulation Of Authentication And Adaptive Security For Dns System
• Design And Implementation Of A Pharmacy Management System
• Design And Implementation Of Data Mining For Medical Record System
• Mobile Based Java Tutorial And Certification System
• Design And Implementation Of A Computer Based Treasury Management System (A Case Study Of Guarantee Trust Bank Plc)
• Design And Implementation Of A Computer Based Household Inventory System
• User Application Software For Estate Management Practice
• Design And Implementation Of Timetable Generating System
• Automation Of Student Information Management System
• Design And Implementation Of Student Information System
• Design And Implementation Of Search Engine System
• Design And Implementation Of Patient Diagnosis System
• Design And Implementation Of Mobile Application For Waste Management
• Design And Implementation Of Medical Expert System
• Design And Implementation Of Mathematics Tutoring Application For Secondary School Student
• Design And Implementation Of Laundry Management System
• Design And Implementation Of Information System For Hospital Management
• Design And Implementation Of Online Radio Streaming Application
• Design And Implementation Of A Computerized Game (A Case Study Ludo Game)
• Departmental Result Processing Application
• Computer-Based Examination For Staff Recruitment
• Computer Animation For Nursery Pupils ( A Case Study Of Lizbey Model School)
• Adaptive Quiz System ( A Case Study Of Greater Height Schools)
• Effects Of Computer Assisted Concept Mapping And Digital Video Instruction On Students Achievement In Chemistry
• Design And Implementation Of Student Verification System
• Design And Implementation Of Computerized Documentation System For Court Proceedings (A Case Study Of Federal High Court Of Calabar)
• Design And Implementation Of A Computerized Visa Processing Information System (A Case Study Of British Embassy)
• Design And Implementation Of A Computerized Case Scheduling System Of Court Of Law (A Case Study Of Imo State High Court)
• Design And Development Of A Diagnostic Expert System For Kidney Diseases
• Design And Implementation Of Project Defense Grading System
• Design And Implementation Of An Online Medical Billing System
• Design And Implementation Of Digital Image Cryptosystem With Adaptive Steganography
• Online Drivers License Registration And Renewal System
• Design And Implementation Of Online Examination System For Staff Recruitment
• Design And Implementation Of A Web-Based Timetable Scheduling System For A Tertiary Institution
• Design And Implementation Of A Simple Scientific Calculator
• Design And Implementation Of An Online School Fees Payment System
• Design And Implementation Of Web-Based Student Information System
• Design And Implementation Of A Computerized Cargo Transportation Management System
• Design And Implementation Of A Web-Based Recruitment Portal
• Design And Implementation Of An Online Student Registration Portal
• Design And Implementation Of A Computerized Restaurant Management Information System
• Design And Implementation Of An Interactive Online Platform For Students And School Supervisors
• Computerised Economic Growth Monitoring System
• Simulation Of A Queuing System
• Design And Implementation Of A Multimodal Biometric System For Online Voting
• Design And Implementation Of Healthcare Monitoring System
• Design And Implementation Of An Electronic Fund Transfer System
• Gymnasium Management System
• Design And Implementation Of An Online Campus Opinion Poll System
• Design And Implementation Of Student Evaluation Program
• Design And Implementation Of An Integrated Software Suit For Academic Planning Unit
• Design And Implementation Of A Supermarket Management System
• Design And Implementation Of Online Restaurant Food Ordering System
• Design And Implementation Of A Computerized National Identity Card Processing System
• Design And Implementation Of Schools Social Network
• Design And Implementation Of Unified Tertiary Matriculation Examination: Registration And Result Processing
• Design And Simulation Of A Personnel Computer Temperature Control System
• Design And Implementation Of Online Cash Receipt Generating System For A Supermarket
• Design And Implementation Of Database System For Patient Management System
• Design And Implementation Of Computerized Front Management Information System
• Design And Implementation Of Computerized Directory Of Business Premises
• Design And Implementation Of An Online Local Area Network (Lan) Knowledge-Based System
• Design And Implementation Of Online Automatic Receipt Generating System For A Supermarket
• Design And Implementation Of A Computerized News Editing System
• Empirical Study On The Impact Of Computer Science In Multimedia
• Design And Implementation Of A Computerized Documentation System Of Court Proceedings
• Design And Implementation Of Staff Record Keeping System
• Design And Implementation Of Expert System On Typhoid And Malaria Diagnosis
• Expert System For Computer Security: Data Encryption, Decryption And Key Hash Algorithms
• Design And Implementation Of Computerized Personnel Management
• Design And Implementation Of An Expert System On Troubleshooting And Maintenance Of Inkjetprinter
• Design And Implementation Of Online Electronic Database Driven Marketplace
• Design And Implementation Of Course Registration And Examination Processing System
• Design And Implementation Of Organizational Website
• Design And Implementation Of Network Connectivity And Traffic Control Of Mtn Network In Nigeria.
• Design And Implementation Of A Certificate Verification System
• An Appraisal System For Academic Staffs
• Design, Implementation And Simulation Of Prepaid Meter, Theft Monitoring System With Sms Alert
• Design And Implementation Of Fingerprint Based Attendance Management System For Tertiary Institutions
• Design And Implementation Of A Student Grade Point Average System
• Design And Implementation Of A Computerized Tourism Booking System

Computer Science Thesis Topics PDF Examples for MSC and Masters Students in Nigeria

• Data Security Using Firewall
• Design And Implementation Of An On Line Multi Media Based Electronic Learning System For Post Primary Educational Institutes
• Design And Implementation Of A Collaborative Software As A Service Based Office Management
• An Assessment Of Information Resources And Service Provision Of Staff School Libraries In Niger State
• A Clustering Based Web Prefetching In High Traffic Environment
• A Mobile Social Networking Application For Academics And For Collaborative Learning
• Design And Implementation Of Cybercafe Security (A Case Study Of Access Point Communication Limited Umuahia)
• Design And Implementation Of A Web Based Hall Allocation System For Examination (A Case Study Of Nau, Faculty Of Physical Sciences)
• Design And Implementation Of A Web-Based Social Networking Site For Staff And Students
• The Extent Of Availability Of Computer System And Their Accessories For Effective Teaching And Learning Of Computer Science In Senior Secondary (Case Study Of Enugu North Lga)
• Design And Implementation Of Computerized Library Management System (A Case Study Of Anambra State College Of Agriculture Library)
• Design And Implementation Of A Digital Library System
• Artificial Neural Networks
• Design And Implementation Of A Computerized Hotel Business Billing System. (A Case Study Of Modotel Hotel Limited Enugu)
• Assessment Of Programming Skills Possessed By A Computer Science Education Student For Self Employment In Anambra State
• A Framework For Nation-Wide Integration Of Biometric Information
• Group Mutual Exclusion In Opportunistic Network
• A Multimedia Learning System For Selected Topics Of Physics
• Application Of Computer Based Examination System (A Case Study Of Abia State Polytechnic, Aba)
• An Online Web Application For News Around The School
• Formal Verification Of A Network On Chip
• Formal Analysis Of Ddml
• Neuromorphic Computing
• Determinants Of Icts Influence On Literacy And Culture: A Case Study Of Secondary Schools In Yola, Adamawa State, Nigeria
• The Impact Of Technology Based Self Service Banking Service Quality On Customer Satisfaction: A Case Study Of The Nigerian Banking Sector
• Tourism Database Management System Using Data Warehouse Approach
• Classification Of Breast Cancer Using Logistic Regression
• An Eclipse-Based Graphical Modeling Tool For Discrete Event Simulation
• Intranet-Based Wiki With Instant Messaging Protocol
• Electronic Stamp Duty Payment System
• Data Classification Using Various Learning Algorithms
• Genetic Algorithms For Timetable Generation
• Assessing E-Learning Systems Success In Nigeria An Application Of The Delone And Mclean Information Systems Success Model
• Study Of Scalable Deep Neural Network For Wildlife Animal Recognition And Identification
• Opinion Mining/Sentiment Analysis
• Comparison Of Gsm Promotion Subscribers’ Application Services
• Smartbin: Efficient Waste Handling Based On The Internet Of Things (Iot)
• Results Computation System In Higher Institutions Using Php, Html, Css, Mysql.Htm
• Mobile Based Image Analysis System For Cervical Cancer Detection
• Annotating Web Search Results
• Smart Multimedia Learning System For Automata Theory
• A Real-Time Data Stream Processing Model For A Smart City Application Leveraging Intelligent Internet Of Things (Iot) Concepts
• Observatory System For Monitoring Road Accidents In Nigeria
• Comparative Study Of Annotation Tools And Techniques
• Categorization Of Data Using Hierarchical Clustering
• Knowledge Management System Adoption In American University Of Nigeria
• Road Traffic Offence Information Management System
• Design And Evaluation Of An Adaptive Network On Chip For Multicore Architectures
• Design And Simulation Study Of A Scalable And Resilient Network Architecture For A Hybrid Cloud; Its Billing System A Thesis
• Trust Aware Recommender System For Social Coding Platforms (Github Case Study)
• Multicore Specification Generation System
• Employing Probabilistic Matching Algorithms For Identity Management In The Telecommunication Industry
• Face Verification With Statistical Models Of Shape And Appearance
• Wireless Sensor Networks For Environmental Monitoring Applications
• A Fuzzy Based Approach For Modelling Preferences Of Users In Multi-Criteria Recommender Systems
• Hardware Emulation Study Of Neuronal Processing In Cortex For Pattern Recognition
• A Smart Media Based Recommendation System
• Implementation Of New Fault Tolerance Solution In Wireless Sensor Networks In A Multi-Channel Context
• On Big Data Management In Internet Of Things
• Spiking Neural Network Architecture Design And Performance Exploration Towards The Design Of A Scalable Neuro-Inspired System For Complex Cognition Applications
• Automated Fish Feeder Using Internet Of Things (Iot)
• Intelligent Tutoring System For Learning Object Oriented Programming Language
• Generic Animation Tool For Traffic Simulation

Best Computer Science Project Topics and Ideas for Final Year Students

• Design And Implementation Of Online Disaster Report Management System
• Design And Implementation Of An Online Journal Management System (A Case Study Of Sokoto International Journal Of Counselling Psychology).
• A Hybridized Recommendation System On Movie Data Using Content-Based And Collaborative Filtering
• Programs To Access System Resources
• A Review Of Dimensionality Reduction Methods And Their Applications
• Enhancing Prediction Accuracy Of A Multi-Criteria Recommender System Using Adaptive Genetic Algorithm
• Business Educators’ Rating Of Techniques For Improving The Teaching Of Information And Communication Technology In Tertiary Institutions In Anambra State
• Approach To A Simulation Virtual Machine: Object Oriented Implementation Of Cdevs And Pdevs
• Applying Deep Learning Methods For Short Text Analysis In Disease Control
• A Model View Controller Based Platform For The Modeling And Simulation Of The Hoist Scheduling Problem
• The Implications Of Ict On Voting Behavior In Nigeria. A Case Study Of Borno State (2015—2019)
• Comparison Of Academic Performance Of Students In Computer Science In The Tertiary Institution From 2016-2019
• Design And Implementation Of An Intelligent Traffic Control System
• Development Of A University Document Management System
• Design And Implementation Of Electronic Logbooks For Students Industrial Work Experience Scheme (Siwes).
• Evaluate The Use Of Computer In Teaching And Learning Of Basic Technology At The Secondary School In Orumba South Local Government Area Of Anambra State
• Design And Implementation Of A Peer To Peer Network For File Sharing
• Design And Implementation Of E-Learning Platforms For An Introduction To C++ Programming Language
• Design And Implementation Of Digital Cash Transaction System
• Design And Implementation Of Course Registration And Result Processing System(A Case Study Of Federal Polytechnic, Ilaro)
• Design And Implementation Of Computerized Internet Cafe Timer And Monitoring System
• Design And Implementation Of Computerized Hotel Front Office Management Information System
• Design And Implementation Of Computerized Hostel Allocation Management System
• Design And Implementation Of Computerized Guest Information Tracking System
• Design And Implementation Of Computerized Child Care Information System
• Design And Implementation Of Computerized Bill Of Quantity System For Engineering Project
• Design And Implementation Of Computerized Tourism Information System (Case Study Of Owerri In Imo State)
• Business Educators’ Rating Of Techniques For Improving The Teaching Of Information And Communication Technology In Tertiary Institutions
• Approach To A Simulation Virtual Machine: Object-Oriented Implementation Of Cdevs And Pdevs
• A Model View Controller-Based Platform For The Modeling And Simulation Of The Hoist Scheduling Problem
• Evaluate The Use Of Computer In Teaching And Learning Of Basic Technology At The Secondary School
• Computer-Aided Learning Of Basic Science Subjects. (A Case Study Of Ss1 Class)
• Automated Examination Time Table To Generate Package (A Case Study Of Computer Science Department, Kwara State Polytechnic, Ilorin)
• A Model Of An Online Student Admission System For Federal Unity Colleges

How to Choose a Computer Science Project Topic

If you are a computer science undergraduate or postgraduate student you’ll be expected to write your final year project towards the end of your course or studies. Before you write your final project or essay you’ll have to think of projects in the field of computer science. The ability to create an interesting project is a huge advantage. The professor or lecturer may give you a particular topic however, most of the time they will want you to pick your own subject of interest.

Here are some suggestions to consider when choosing Topics for your computer science projects.

• Take a look around and think for ideas
• Beware of overused topics
• Read General Background Information
• Remain Focused on Your Topic
• Make a List of Useful Keywords
• Define Your Topic as a Focused Research Question
• Formulate a Thesis Statement

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We offer the best research writing and data analysis services. This service is for final-year students who have a new computer science project topic given to them by their supervisor and could not find it on this website, and also for students who are busy or do not have time to do their academic research work.

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Computer Science > Computation and Language

Title: long-form factuality in large language models.

Abstract: Large language models (LLMs) often generate content that contains factual errors when responding to fact-seeking prompts on open-ended topics. To benchmark a model's long-form factuality in open domains, we first use GPT-4 to generate LongFact, a prompt set comprising thousands of questions spanning 38 topics. We then propose that LLM agents can be used as automated evaluators for long-form factuality through a method which we call Search-Augmented Factuality Evaluator (SAFE). SAFE utilizes an LLM to break down a long-form response into a set of individual facts and to evaluate the accuracy of each fact using a multi-step reasoning process comprising sending search queries to Google Search and determining whether a fact is supported by the search results. Furthermore, we propose extending F1 score as an aggregated metric for long-form factuality. To do so, we balance the percentage of supported facts in a response (precision) with the percentage of provided facts relative to a hyperparameter representing a user's preferred response length (recall). Empirically, we demonstrate that LLM agents can outperform crowdsourced human annotators - on a set of ~16k individual facts, SAFE agrees with crowdsourced human annotators 72% of the time, and on a random subset of 100 disagreement cases, SAFE wins 76% of the time. At the same time, SAFE is more than 20 times cheaper than human annotators. We also benchmark thirteen language models on LongFact across four model families (Gemini, GPT, Claude, and PaLM-2), finding that larger language models generally achieve better long-form factuality. LongFact, SAFE, and all experimental code are available at this https URL .

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