Honours and Masters project

This project focuses on the learning analytics of concept maps created by students in individual or collaborative learning settings. The central aim is to analyse the structure, semantics, and evolution of concept maps as representations of students’ knowledge. The project will explore how computational methods can be used to model learning processes and epistemic development through these artefacts.

Depending on your research trajectory, you may investigate questions such as:

If you have any promising idea to work on, and you think I can help you somehow, please feel free to talk to me. 

here are some examples that previous students proposed:

1. design and implement some interesting software

2. conduct an study related to software performance

3. design a fancy tool to visualize some data

4. design some IDE extension

Privacy-Enhancing Technologies (PETs) are a set of cryptographic tools that allow information processing in a privacy-respecting manner. As an example, imagine we have a user, say Alice, who wants to get a service from a service provider, say SerPro. To provide the service, SerPro requests Alice's private information such as a copy of her passport to validate her identity. In a traditional setting, Alice has no choice but to give away her highly sensitive information. 

Motivation: The Unseen Bedrock of Modern Life

Cybersecurity and cryptography are the invisible, essential foundations of the modern digital world. Every day, billions of transactions and communications rely on complex mathematical puzzles to ensure confidentiality, integrity, authenticity, privacy and even more security features.

This project aims to create a novel immersive visual analytics system to facilitate the exploration and insights generation of thousands of cultural heritage images. Criteria for students:  

Digital provenance refers to the process of verifying and tracing the origins, lifecycle, and integrity of digital content. C2PA (Coalition for Content Provenance and Authenticity) is an initiative founded by multiple technology and media companies, aiming to address the increasing concern of misleading information and disinformation on the internet in the age of AI. The main objective of C2PA is to establish a standardized approach for digital content provenance, which essentially means tracing the origin and verifying the integrity of digital content.

This project will investigate counter-unmanned aerial system (C-UAS) technologies for the detection and mitigation of malicious drones. With the increasing accessibility of small UAVs, there is a growing need for effective technical solutions to identify and neutralize unauthorized aerial threats. The project will explore a broad range of C-UAS methods, including but not limited to networking-based detection and coordination techniques, machine learning, and both active and passive mitigation approaches.

This project investigates the technical dimensions of real estate asset tokenization, with a particular focus on the challenges of integrating blockchain technology into the real estate sector. While tokenization promises to enhance liquidity, efficiency, and transparency in property transactions, its practical implementation faces significant technological hurdles. The project will examine key issues such as data interoperability, smart contract design, secure digital identity management, and scalability of blockchain networks in handling complex real estate assets.

Multi-user virtual reality (VR) systems are becoming more common as these head-mounted displays (e.g., Oculus Quest, HTC Vive) become less expensive and thus more widely available. It is now feasible to have multiple users sharing a co-located VR space, and objects in the space. We are interested in developing cross-platform multi-user VR systems, supporting hardware ranging from desktop computers to high-end head-mounted displays (Quest 3), to low-fidelity devices such as Google Cardboard. The latter introduces complex challenges in supporting user interaction in shared VR environments.…

Multi-user virtual reality (VR) systems are becoming more common as these head-mounted displays (e.g., Oculus Quest, HTC Vive) become less expensive and thus more widely available. It is now feasible to have multiple users sharing a co-located VR space, and objects in the space. Traditionally, VR systems tend not to support the sense of touch, but recent advances in haptics (devices simulating physical objects) now make this possible.