We are happy to announce that the papers “TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs” by Julia Gastinger and others “A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data” by Andrej Zschalzev and others have been accepted ...

On Thursday, September 26th, Michael Schlechtinger has defended his PhD thesis on “Investigating, Predicting, and Mitigating Collusive Behavior in Deep Reinforcement Learning-Based Pricing AIs”, supervised by Prof. Heiko Paulheim. The thesis has been conducted in the KarekoKI project, an ...

The paper “Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation” by Andreea Iana, Goran Glavaš,  and Heiko Paulheim has been accepted at the Findings of the 2024 Conference on Empirical Methods in Natural Language Processing. Abstract: Recent neural news ...

We are happy to anounce that the paper “PyClause – Simple and Efficient Rule Handling for Knowledge Graphs” by Patrick Betz, Luis Galarraga, Simon Ott, Christian Meilicke, Fabian Suchanek and Heiner Stuckenschmidt was awarded with the IJCAI 2024 Best Demo Award!  The Code is available here: ...

We are happy to announce that the paper “AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation” by Lukas Kirchdorfer, Robert Blümel, Timotheus Kampik, Han van der Aa and Heiner Stuckenschmidt has been accepted for the 6th Intenational Conference on Process Mining in ...

Dr. Rita Sousa has achieved an Open Science Grant for providing up-to-date Knowledge Graph Embeddings

We are happy to announce that the Paper “Fact Probability Vector Based Goal Recognition” by : Nils Wilken, Lea Cohausz, Christian Bartelt and Heiner Stuckenschmidt has been accepted for the 50th European Conference on Artificial Intelligence (CORE A, 23% Acceptance rate).

Sven Hertling has defended his PhD thesis on “Knowledge Graph Generation and Integration at Scale”

How can Artificial Intelligence (AI) be used to make comprehensible decisions? This is the subject of a new project at the DWS group, which has received funding from the Federal Ministry of Education and Research (BMBF). Knowledge graphs influence our lives on a daily basis and yet they are little ...

The paper “MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation” by Andreea Iana, Goran Glavaš,  and Heiko Paulheim has been accepted at the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Resource and Reproducibility Track.  ...