Institute for Data, Process and Knowledge Management (AE Polleres)

AI Risk Management for System Design: An Ontology-Driven Approach Integrating Engineering Principles and Ethical Insights
Ikhsan, M., 2026, The Semantic Web: ESWC 2025 Satellite Events, Proceedings. Springer Verlag, p. 245-253
Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Exploring the Benefits of Iterative Retrieval-Augmented Generation for Risk Mitigation in LLM Responses
Kubesch, J., Kiesling, E., Ekaputra, F. J., Serles, U., Toma, I. & Havas, C., 2026, Database and Expert Systems Applications - DEXA 2025 Workshops: AISys and AI4IP, Proceedings. Fischer, L., Göhner, U., Gül-Ficici, S., Jacob, D., Khalil, I., Kotsis, G. & Tjoa, A. M. (eds.). Springer, p. 3-14 12 p. (Communications in Computer and Information Science, Vol. 2615 CCIS).
Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Document-Level Relation Extraction with Ontology-Guided RAG
Schmidt, W. J., Rincon-Yanez, D., Grangel-González, I., Paschke, A. & Kharlamov, E., 2025, In: Populating a Linked Data Entity Name System: a Big Data Solution to Unsupervised Instance Matching.
Publication: Scientific journal › Journal article › peer-review

Verbesserungspotentiale von LLMs zur Erstellung von HR Dokumenten
Mild, A. (PI - Project head), Sobernig, S. (PI - Project head) & Ferranti, N. (Researcher)
1/08/25 → 31/01/26
Project: Internal projects
Knowledge Representation Learning for Large Language Models
Vakulenko, S. (PI - Project head), Polleres, A. (Researcher), Sabou, M. (Researcher), Kirrane, S. (Researcher), Disselbacher-Kollmann, K. (Contact person for administrative matters), Wyk, D. (Contact person for administrative matters), Bracher, A. (Researcher) & Sadiri Javadi, V. (Researcher)
1/06/25 → 31/05/33
Project: Internal projects
BILAI: Bilateral AI Clusters of Excellence (COE)
Polleres, A. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters), Kirrane, S. (Researcher), Ekaputra, F. J. (Researcher), Sabou, M. (Researcher), Wlömert, N. (Researcher), Hornik, K. (Researcher), Akaichi, I. (Researcher), Dobriy, D. (Researcher), Ekaputra, F. J. (Researcher), Ferranti, N. (Researcher), Grünsteidl, M. N. (Researcher), Maly, J. (Researcher), Prock, A. (Researcher), Vazquez, M. (Researcher), Wyk, D. (Contact person for administrative matters), Nair, V. (Researcher), Kook, L. (Researcher), Kiesling, E. (Researcher), Rincon-Yanez, D. (Researcher), Bauer, F. (Researcher) & Mudugamuwa Hewage, M. H. (Researcher)
1/10/24 → 30/09/29
Project: Research funding

22nd International Conference on Semantic Systems
Dobriy, D. (Organiser)
15 Sept 2026 → 26 Sept 2026
Activity: Event participation/organisation › Organisation of conference/workshop/congress
2nd GOBLIN Plenary Meeting
Dobriy, D. (Participant)
29 Jan 2026 → 30 Jan 2026
Activity: Event participation/organisation › Participation in conference/workshop/congress
Knowledge Base Construction from Pre-Trained Language Models
Dobriy, D. (Participant)
2 Nov 2025 → 3 Nov 2025
Activity: Event participation/organisation › Participation in conference/workshop/congress

Collaborations and top research areas from the last five years