KIT - ISE: Lectures - Theses Topics

Open Theses Topics
Title	Typ	Supervisor
Benchmarking Framework for Neuro-Symbolic Ontology Reasoners	Masterarbeit	Prof. Dr. Harald Sack
Knowledge-Guided Discovery in the Chemotion Knowledge Graph	Masterarbeit	Prof. Dr. Harald Sack, M.Sc. Ebrahim Norouzi, Dr. Jörg Waitelonis, Dr. Anna Jacyszyn
Ontology Development for Sports Data with the MO\|RE Repository	Masterarbeit	Prof. Dr. Harald Sack, M.Sc. Sarah Rebecca Ondraszek, Dr. Jörg Waitelonis, Dr. Anna Jacyszyn
Information Extraction and Knowledge Graph Integration of Historical Theatre Programs	Masterarbeit	Tabea Tietz, Ebrahim Norouzi, Prof. Dr. Harald Sack
Modelling the content of the Illustrated Iconclass as a Graph Database	Masterarbeit	Etienne Posthumus, Prof. Dr. Harald Sack
Stamp Detection and Segmentation in Historical Documents	Masterarbeit	Mahsa Vafaie, Sven Hertling
Tagging ROI in images to Notation using Annotations	Masterarbeit

Ongoing/completed Bachelor's/Master's theses
Title	Type	Supervisor
Analyse the Impact of Text Representation Methods for Iconclass Label Recommendation	Bachelorarbeit	Etienne Posthumus, Prof. Dr. Harald Sack
Ontologies for Materials Mechanical Testing	Masterarbeit	Prof. Dr. Harald Sack, Dr. Hossein Beigi Nasrabadi
Machine Learning-Based ICU Stay Prediction	Masterarbeit	Prof. Dr. Harald Sack, Dr.-Ing. Genet Asefa Gesese, Dr. Anna Jacyszyn, M.Sc. Silvia Becker
Machine Learning-Based ICU Stay Prediction	Masterarbeit	Prof. Dr. Harald Sack, Dr.-Ing. Genet Asefa Gesese, Dr. Anna Jacyszyn, M.Sc. Silvia Becker
Retrieval-Augmented Generation with Knowledge Graphs for Question Answering	Masterarbeit	Dr.-Ing. Genet Asefa Gesese, Prof. Dr. Harald Sack, Prof. Dr.-Ing. Johann Marius Zöllner
Semantic Aggregation and Labeling of the Patent Information Space	Masterarbeit
Image2Type: Entity Type Prediction via Image Analysis	Masterarbeit	Prof. Dr. Harald Sack, Prof. J. Marius Zöllner, Dr. Mehwish Alam, Russa Biswas
Quality Assured Information Extraction from Historical Address Books for Knowledge Graph Construction	Masterarbeit
Concept-level Sentiment Analysis with SenticNet and Word Embeddings	Masterarbeit
Words Are Not Enough! Short Text Classification Using Words and Entities	Masterarbeit	Prof. Dr. Ralf Reussner, Prof. Dr. Harald Sack, M.Sc. Rima Türker
Semantic Exploration of Text Documents with Multi-Faceted Metadata Employing Word Embeddings: The Patent Landscaping Use Case	Masterarbeit	Prof. Dr. Ralf H. Reussner, Prof. Dr. Harald Sack, Dr. Hidir Aras
Predicting Price Residuals in Online Car Marketplaces with Natural Language Processing		Maximilian Blanck, Prof. Dr. Harald Sack, Dr. Maria Koutraki, M.Sc. Marcel Kurovski, Dr. Florian Wilhelm
Schema Inference on Wikidata	Masterarbeit	Lucas Werkmeister, Prof. Dr. Harald Sack, Dr.Koutraki
The Application of Semantic Web Technologies to Content Analysis in Sociology	Masterarbeit	Tabea Tietz, Prof. Dr. Harald Sack, Alexander Knoth
Analyzing Bias in a Knowledge-Aware News Recommendation System	Bachelorarbeit	Ralf Reussner, Harald Sack, Mehwish Alam