IT & Computer Science THESIS AND RESEARCH TOPICS

In the era of digital transformation, the Internet of Things (IoT) stands as a cornerstone of innovation and efficiency. Our research project, titled "Optimizing IoT Efficiency: Enhancing Performance While Ensuring Security," aims to advance the standards of operational efficiency and security in IoT systems. Our thesis project will conduct an in-depth evaluation of your current IoT system architecture, focusing on optimizing energy usage while maintaining effective security. By dissecting the i...

Introduction  In today's dynamic digital landscape, organizations spanning diverse sectors face an ongoing challenge: the continuous enhancement of user experience (UX) and innovation in their digital products and services. This thesis proposal presents a dynamic framework that seamlessly merges user-centred design principles with data-driven insights, enhanced by machine learning, with a sharp focus on elevating UX and stimulating product innovation. This proposal outlines an adaptable fra...

This thesis will investigate practical, scalable cybersecurity strategies for small and medium-sized enterprises (SMEs). Recognizing the unique challenges SMEs face, such as limited budgets and expertise, the study will focus on identifying cybersecurity threats specific to SMEs and evaluating affordable, efficient security solutions with AI. The research will include a survey of current cybersecurity risks, an assessment of various security frameworks and tools suitable for SMEs, and interviews...

I wish to examine how chatbots, powered by artificial intelligence (AI), can play a crucial role in optimizing data management and security compliance in the education sector. Chatbots have become increasingly sophisticated, and their potential in terms of data management and compliance is only beginning to be explored. The focus will be on key areas, such as the implementation of chatbots in the education sector, including how chatbots can be effectively integrated into the school's IT environm...

Machine Learning Project in Finance  The main goal for our Master Project is to implement different machine learning algorithms (including reinforcement learning and deep learning) in finance. We are mainly interested in testing the performance of these algorithms (with comparison to available approaches) in: 1.     Risk Assessment - assessing and managing risks in investment portfolios 2.     Portfolio Optimization - using algorithms to construct diversified portfolios ...

How can technology or data contribute to streamlining the daily work in a company? And how can the company, through effective management, motivate the company to use the technology or data correct? This is what I want to examine in my master thesis. The company or organisation can be in the public or private sector in any given industry. A potential research question can be as following: "How can the organisation X use technology Y to streamline workflow, and which implication can appear during ...

This thesis in website redesign would focus on the comprehensive overhaul and optimization of an existing website. This project would involve a deep analysis of the current website's user experience, design, functionality, and performance. The aim is to identify shortcomings and areas for improvement, taking into account user feedback and industry best practices. The thesis would propose and implement innovative design concepts, user interface enhancements, and potentially, the integration of cu...

Are you looking for an eager collaboration partner to aid in the design, implementation and/or testing of a high-value software system? Does the project frame and scope lend itself to a thesis collaboration? Then I would be honored to assist! Ideally I am seeking an opportunity to contribute to a new or existing software project that places a strong emphasis on agile methodologies, user-centric development, and the utilization of contemporary technologies. While collaboration within a team is de...

The idea is to identify Machine Learning techniques that are appropriate to the existing framework of the company and industry. The main steps of Data Science Methodology will be applied:  -       Data Preprocessing with a focus on handling missing values, outliers, and noise.  -       Exploratory Data Analysis in order to uncover patterns, correlations, and potential anomalies within the data. -       Model Development: unsupervised/supervi...

Hello! We are three cand.IT students from Communication & IT at Københavns Universitet looking for someone to collaborate with on our master thesis. We have experience with: Analysing datasets Developing ideas to optimise workflows Design and innovation in relation to interfaces and IT-systems Previously, we have collaborated with several companies in relation to our education. We are open for suggestions on specific issues in your organisation or company, on which you could use some in...

In the realm of healthcare, technology-driven solutions have become essential to assist patients, therapists, and support networks. In the context of mental health, where personalized care is paramount, the development of thoughtfully crafted technological tools is imperative. Individuals facing mental health challenges require solutions that align with their unique needs and capabilities. A well-designed user interface (UI) and an enriching user experience (UX) are critical for ensuring that th...

The main focus of this project is to work with real life problems and real life data. As the title suggests, we are thinking of using different methods to predict new data....

MIS Quarterly The thesis will investigate how Machine Learning influences excisting Information Systems theories and their notions of fairness in collaboration and decision making. Artificial Intelligence and Machine Learning is already widely used and will be applied even more in the future. Sometimes machines are taught human biases and even extend those on a larger scale, this needs to be prevented by creating models sensitive to fairness. However in other cases machines and algorithms can en...

We are three student from IT-University who are writing a bachelor project focusing on processes. We are looking for a process were we can automate manual tasks with creating, storing or moving data in excel or other easy-accesible systems. The benefit of this automatizion will unlock possibilities for Business Intelligence and increased usage of the data and/or simply heap the benefits of reduced costs....

In recent years a lot of organizations are looking towards IT to solve business and organizational related problems. This means a lot of time and money are spend on a variety of projects, some with more success than others. This project is preliminary study of such a situation. Using the MUST-method, the project examines the feasibility of a future or existing IT solution to a given problem. The MUST-method is a hollistic approah where all affected parties in the organization is included, and ar...

We are a group of three Global Business Informatics students at ITU, in the midst of our bachelor's project. We share an interest in technologies that form and co-construct in relation to organizational structures and in that regard wish to explore this further with our project.  We intend to investigate the shifts in organizing principles that take form in the presence of algorithmic management technologies. We find this topic interesting due to the multiple aspects it presents: human vs. ...

We haven't set our minds on a thesis topic yet, but would rather use Excelerate as an opportunity for inspiration through collaboration. We are interested in finding user pain points or problematics, and through data collecting and design processes try to solve this problematics - potentially with Hi-Fi prototype(s). We hope to find these problematics through a collaboration, discussion or/and conversation with you as our potential partner. We especially find interest within the field of AI (fro...

A while back an algorithm was implemented in jobcentres that predicted who were at risk for becoming long-term unemployed. When implemented it predicted that people above the age of 60 and those whose parents came from other countries were more likely to become unemployed. The algorithm did not solve a problem with unemployment, but instead just predicted the biases that employers have when they are looking to hire new employees.Instead an algorithm that focused on competences might have been mo...

This thesis aims to evaluate the efficacy of plagiarism detection systems used by universities in verifying the authenticity of students' knowledge, specifically in the context of ChatGPT and similar AI models. By assessing the capabilities and limitations of these systems within the university environment, this research will explore whether they can effectively identify instances of plagiarism involving AI-generated content and ensure the authenticity of student work.  ...

My idea is to write about giving a proper information about e.g. amount of sold products to the team and managersd. My field of study is Data Science, so I want to create an app which will automate process of informing management about organisation's results. My idea is to begin why it is crucial to inform a team frequently and indroducing main methods to do so (including review literature and comparing different methods of doing it). Later my idea is to move to methodology where I will create a...

My idea is to create an app that would direct a user from place A to B by giving vibration signals to the user.  The app would have a map on the interface and the user would insert where they want to go. Then the map would give signals by vibrating when the user needs to turn left or right.  I argue this idea would be useful for people cycling if they don't want to have a phone in their hand while they cycle. Also if you run on a new route and you don't want to stop and check direction...

We are looking for a partner to collaborate with for our thesis, to investigate a concrete case where we can use our methodologies from UX Design and digital design in general. We have a philosophy that is based on the assumption that user involvement enhances the user experiences. ...

We are two master students currently studying Business Administration and Data Science at Copenhagen Business School. At the moment, we are starting our final year and we are therefore looking for a partner for our master's thesis. We want to specialize in the field of Machine Learning with a focus on the health sector, which is why we are making this account. ...

"43% of cyber attacks are aimed at small businesses, but only 14% are prepared to defend themselves" [1] is a shocking but important statistic. As the cyber threat keeps growing, the modern organization needs to be prepared, as ignoring these threats can cause financial and reputational damage. It is simply something that cannot be ignored. Recent events, such as the Covid-19 outbreak has caused an organizational change in many companies around the world. "Home office" or remote work has become ...

How can we improve a company’s product/processes by using a design thinking approach  ...

Our thesis aims to operationalise a machine learning workflow for a company or department that is interested to deploy a machine learning solution to enhance their work. The theoretical underpinnings of this machine learning workflow (also referred to as MLOps) will be based on materials stemming from different courses – ranging from infrastructural choices (e.g. Microsoft Azure, Databricks, AWS etc.), database choice (e.g. RDMBS vs NoSQL), database design theories, reference architecture ...

Hello,I am studying for a master's in Human-centered AI at DTU. I am about to write my thesis next spring (starting around the 1st of February) and in that regard, I am exploring what exciting thesis options exist.Through both my bachelor's and master I have done a lot of different kinds of machine learning and I would thus like to find a thesis project within this area. I wish to write a thesis which both has a practical and theoretical aspect. The practical aspect could be a type of product, w...

We are looking for a project A bachelor project centered around machine learning Specifically something within the field of deep learing, and we welcome you to propose any projects that could benefit from our set of skills. Currently, we have been looking at Neural Radiance Fields (NeRF) and its applications. It is a new technique that enables novel view synthesis from just a few images. This allows you to "fly" around a scene and see it from any direction. Specifically BaRF, Mip-NeRF 360, and I...

The thesis is currently marked as just 1 student but ideally I will find 1 or 2 more to join me on this endeavour. The core inspiration for this comes from the games and simulations intended to let typical people experience what it's like to have autism. An example of these would be Autismity. Dyslexia is generally treated less severely than for example autism and we already have various tools to aid dyslexic people deal with education and more, so providing a tool, game or simulation for actual...

At present time, fraudsters flourishes in online communities. As a result, the banking industry and the Danish police experience a massive number of reports from victims of this type of crime. Dealing with this problem is important so that it can be safe and secure for the individual to shop online....