masters in computer science research topics

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Research Topics & Ideas: CompSci & IT

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.

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

Free Webinar: How To Find A Dissertation Research Topic

Topics & Ideas: Database Systems

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

Topics & Ideas: Human-Computer Interaction

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

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.

Find The Perfect Research Topic

How To Choose A Research Topic: 5 Key Criteria

Learn how to systematically evaluate potential research topics and choose the best option for your dissertation, thesis or research paper.

Research Topics & Ideas: Automation & Robotics

A comprehensive list of automation and robotics-related research topics. Includes free access to a webinar and research topic evaluator.

Research Topics & Ideas: Sociology

A comprehensive list of sociology-related research topics. Includes free access to a webinar and research topic evaluator.

Research Topics & Ideas: Public Health & Epidemiology

A comprehensive list of public health-related research topics. Includes free access to a webinar and research topic evaluator.

Research Topics & Ideas: Neuroscience

A comprehensive list of neuroscience-related research topics. Includes free access to a webinar and research topic evaluator.

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12 Comments

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

Steps on getting this project topic

I want to work with this topic and I need a guide: assessing the impact of Network topology on Network performance and reliability in LoT-based workspace.

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

Information Technology -MSc program

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

That’s my problem also.

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

BLOCKCHAIN TECHNOLOGY

I NEED TOPIC

Database Management Systems

Can you give me a Research title for system

Can you suggest a research topic for computer science college student?

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A list of master’s thesis topics in computer science

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

masters in computer science research topics

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

Suggestions when choosing a Master’s Thesis topic

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

Introduction to Computer Science Dissertations

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

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

Thinking about the subfields of computer science that interest you

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

Programme structure (old and new programme structures)

Computer security (privacy and openness)

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

Complexity theory (computational problems, mathematical questions)

Algorithms and architectures (machine learning, hardware architectures)

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

Bioinformatics (modelling of human body processes)

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

Multimedia (creative technologies, animation, graphics, audio)

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

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

Image Processing

Data Mining

Cloud Computing

Network Security

Service Computing [ Web Service ]

Social sensor networks

Software-defined networking

Software reengineering

Telecommunications Engineering

Text mining

Pixel per inch

Ad hoc network

Ad hoc vehicle network

Video streaming

Visual cryptography

Soft computing

Wireless body area network

No cables [Redes inalámbricas]

Wireless sensor networks

Natural language processing

Audio, voice and language processing

Brain-computer interface

Reliable and secure computing

Information security and forensics

Internet Computing

Learning technologies

Systems and cybernetics

Context-aware computing

Mobile Cloud Computing

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

New methodologies in the teaching of computer science.

Measurement methods and software management.

Management of business processes and data.

Detection of traps in online games: a behavioral approach.

Information security and cryptography.

Real-time systems.

Route planning for tourism applications.

Data mining for environmental problems.

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

Computer-aided educational process.

Security in cloud computing.

Optical character recognition.

Search and rescue robots: movement and trajectory planning.

Computational neurobiology.

Computer DNA analysis.

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

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

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

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

Impact of virtual reality systems on product promotion

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

Improve mobile battery life and processing power through cloud computing

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

Integration of natural language processing in Microsoft office.

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

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

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

Assessment of the effects of database security mechanisms on system performance

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

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

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

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

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

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

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

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

Implications of cloud computing for the multimedia industry

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

Interpretation of information systems security management

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

A framework for assessing the quality of customer information

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