Thesis Projects
Information about Diploma/Master thesis process
Open Theses
In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model Averaging
In-depth investigation into Catastrophic Forgetting in Distributed Analytics using Model AveragingPrivacy-preserving Image Data Generation
Privacy-preserving Image Data GenerationVariational Inference-based Deep Kernel Learning for Few-shot Incremental Learning.
Variational Inference-based Deep Kernel Learning for Few-shot Incremental Learning.Applying a Curiosity-Module to training on rare events
Applying a Curiosity-Module to training on rare eventsFurther development of a cyber-physical co-simulation environment to investigate the architecture and control of smart grids
Further development of a cyber-physical co-simulation environment to investigate the architecture and control of smart gridsSystematic Requirement Analysis of the Social Bot Framework
Social bots offer many possibilities for everyday support, but also in education. Our social bot framework aims to enable non-technical end-users to develop bots for their use cases through simple modeling techniques. In previous projects, we have developed several chatbots for educational learning scenarios. Initial pilot evaluations of the bots and framework have already been ...Mixed Reality Tour Guide for Knowledge Graphs
Learners can become the protagonist shaping their own educational spaces and knowledge domains. Knowledge can be represented by knowledge maps and also visually represented with graphs. With the help of mixed reality environments, the encounter of this knowledge can be aesthetically enriched and provided with interaction patterns. Here, mixed reality agents can guide the learner ...
Running Theses
Gamifiable Mentoring through Chatbots
Gamifiable Mentoring through ChatbotsA Web Frontend for Blockchain-based Proofs of Qualification
A Web Frontend for Blockchain-based Proofs of QualificationExecuting Stream Processing Operators on Programmable Networking Devices
Executing Stream Processing Operators on Programmable Networking DevicesEfficient Metadata Management in Industrial Data Lakes for High Pressure Die Casting
Efficient Metadata Management in Industrial Data Lakes for High Pressure Die CastingA Hybrid and Platform-Agnostic Stream Processing Architecture
A Hybrid and Platform-Agnostic Stream Processing Architecture
Completed Theses
Defense against Data Poisoning Attacks in Federated Learning
Defense against Data Poisoning Attacks in Federated LearningDevelopment of a metadata model for the storage of data streams in data lakes in the context of industrial production
Development of a metadata model for the storage of data streams in data lakes in the context of industrial productionHow’s your experience? A blockchain-based framework for cookie sharing enabling adversarial diversity
Online recommender systems (RSs) are an integral element of the web used by around 4 billion people world wide. The ultimate goal of these systems is to help users find content, such as articles, videos, products, social media posts, etc. depending on the respective web service, that is in some form appealing or relevant to ...Community Detection in Mediabases – Concepts for Cross-Media and Cross-Community Research
Cross-community and cross-media analysisAlgorithmic Approaches to Overlapping Community Detection – Memetic Link Clustering
Algorithmic Approaches to Overlapping Community Detection - Memetic Link Clustering