Thesis Topics
DSIS research group offers various topics for Master and Bachelor Theses in Data Analytics, Information Retrieval and Semantic Technologies.
We provide a selection of topics for Master and Bachelor Theses in Data Analytics, Information Retrieval and Semantic Technologies. If you are interested in doing your thesis with our group, please contact Ran Yu.
Information regarding the Master Thesis seminar is provided on eCampus.
Current Offers
Ongoing
Topic |
Bachelor/Master |
Contact |
||
Answer geolocation questions with LLM enhanced by Geo KGs |
Master | Ran Yu | ||
Office Location Recommendation |
Master | Marco Markwald | ||
Early detection of epileptic seizures using knowledge distillation |
Master | Uttam Kumar | ||
Region Embeddings based on Adaptive Clustering of POIs |
Master | Rajjat Dadwal | ||
Graph Enhancement for Node Classification |
Master | Steve Gounoue | ||
Completed
| Location-Based News Retrieval Optimization Based on Knowledge Graphs (Master) |
|
Measuring Trajectory Similarity of Regions for Transfer Learning (Bachelor) |
|
Enhancing Explainability of Node Classification with Graph Structure Information (Master) |
| Privacy-Preserving Trajectory Generation (Master) |
| Entity Linking in WorldKG Knowledge Graph (Master) |
| Cluster-based Concept Learning for Travel Time Forecasting (Master) |
| Subtopic Relation Extraction for Knowledge Graph of Learning Concepts (Master) |
| Trajectory to User Linking (TUL) based on heterogeneous sparse data (Master) |
| Language Models for Entity Typing (Master) |
| Schema Alignment of OpenStreetMap and Knowledge Graphs on Property Level (Master) |
| Towards a Global Company Knowledge Graph (Master) |
| Constructing and Evaluating State-aware Evaluation Metrics for Interactive IR (Master) |
| Verknüpfung von Straßennamen in OpenStreetMap mit Personen in Wissensgraphen (Bachelor) |
| A comparative analysis of deep learning models for time series anomaly detection (Master) |
| Representation Learning Algorithms for Road Intersections (Master) |
| Predicting Links between Places and Historical Events in Knowledge Graphs (Master) |
| Learning Transferable Trajectory Representations (Master) |