Research output per year
Research output per year
Personal profile
Expertise
- Knowledge Graphs
- Ontologies
- Knowledge Management
- Linked Data
- FAIR
- Linked Open Data
- Machine Learning
- Semantic Web
- Semantic Web Technologien
- Semantic Web Machine Learning Systems
- Neurosymbolic AI
- Artificial Intelligence
- SPARQL
- SHACL
- Retrieval-Augmented Generation
- Generative AI
- RAG
- GenAI
Austrian Classification of Fields of Science and Technology (OEFOS)
- 102001 Artificial intelligence
- 102028 Knowledge engineering
- 102019 Machine learning
- 102035 Data science
- 102030 Semantic technologies
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
-
Agentic AI, Context Engineering and Knowledge Graphs: Current Approaches, Challenges and Opportunities
Karki, N., Pandey, M., Tiwari, S., Mihindukulasooriya, N., Groppe, S. & Dobriy, D., Feb 2026, (Accepted/In press) Proceedings of QuaLLM-KG 2026. 10 p.Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
-
Agentic SPARQL: Evaluating SPARQL-MCP-powered Intelligent Agents on the Federated KGQA Benchmark
Dobriy, D., Bauer, F., Azzam, A., Banerjee, D. & Polleres, A., Jan 2026, 10 p. (Working Papers on Information Systems, Information Business and Operations; No. 01/2026).Publication: Working/Discussion Paper › Working Paper/Preprint
Open AccessFile25 Downloads (Pure) -
On the Historic Roots of Agentic AI in Semantic Web Services
Polleres, A., Bauer, F., Dobriy, D., Käfer, T., Kubelka, L., Harth, A. & Wehr, T., 28 May 2026, WWW Companion '26: Companion Proceedings of the ACM Web Conference 2026: Dubai, United Arab Emirates, 29 June – 3 July 2026. New York: Association for Computing Machinery (ACM), p. 10-14Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access -
Proceedings of the First International Workshop on Symbolic and Generative AI for Science (SymGenAI4Sci)
Tiwari, S. (Publisher), D'Souza, J. (Publisher), Dobriy, D. (Publisher) & Auer, S. (Publisher), 10 Oct 2025, SEMANTiCS-PDWT 2025: Posters, Demos, Workshops, and Tutorials at SEMANTiCS 2025. Chaves-Fraga , D., Heibi, I., Garijo, D., Collarana, D., Salatino, A. & Vahdati, S. (eds.). CEUR-WS, Vol. 4046. 64 p. (CEUR Workshop Proceedings, Vol. 4064).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access -
Qualitative Coding in the Age of AI: An Ontology-Driven Approach
Dobriy, D. & Polleres, A., 25 Aug 2025, Joint Proceedings of the 3rd Workshop on Knowledge Base Construction from Pre-Trained Language Models and the 4th Challenge on Language Models for Knowledge Base Construction (KBC-LM+LM-KBC 2025): co-located with the 24th International Semantic Web Conference (ISWC 2025). Razniewski, S., Kalo, J.-C., Islakoğlu, D. & Zhang, B. (eds.). CEUR-WS, (CEUR Workshop Proceedings, Vol. 4041).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access
Activities
-
3rd International Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs, RAGE-KG 2026
Dobriy, D. (Chair)
25 Oct 2026 → 29 Oct 2026Activity: Event participation/organisation › Participation in conference/workshop/congress
-
Symbolic and Generative AI for Science (SGA4S 2026)
Dobriy, D. (Organiser)
15 Sept 2026 → 17 Sept 2026Activity: Event participation/organisation › Participation in conference/workshop/congress
-
22nd International Conference on Semantic Systems
Dobriy, D. (Organiser)
15 Sept 2026 → 26 Sept 2026Activity: Event participation/organisation › Organisation of conference/workshop/congress
-
Public AI Hackathon
Dobriy, D. (Participant)
4 May 2026 → 5 May 2026Activity: Event participation/organisation › Participation in conference/workshop/congress
-
Wikimedia Hackathon 2026
Dobriy, D. (Participant)
1 May 2026 → 3 May 2026Activity: Event participation/organisation › Participation in conference/workshop/congress
-
BILAI: Bilateral AI Clusters of Excellence (COE)
Polleres, A. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters), Kirrane, S. (researchers ), Ekaputra, F. J. (researchers ), Sabou, M. (researchers ), Wlömert, N. (researchers ), Hornik, K. (researchers ), Akaichi, I. (researchers ), Dobriy, D. (researchers ), Ekaputra, F. J. (researchers ), Ferranti, N. (researchers ), Grünsteidl, M. N. (researchers ), Maly, J. (researchers ), Prock, A. (researchers ), Vazquez, M. (researchers ), Wyk, D. (Contact person for administrative matters), Nair, V. (researchers ), Kook, L. (researchers ), Kiesling, E. (researchers ), Rincon-Yanez, D. (researchers ), Bauer, F. (researchers ), Mudugamuwa Hewage, M. H. (researchers ) & Vakulenko, S. (researchers )
1/10/24 → 30/09/29
Project: Research funding
-
Bureaucracy with AI (Innovationsscheck)
Dobriy, D. (PI - Project head) & Disselbacher-Kollmann, K. (Contact person for administrative matters)
2/12/24 → 28/02/25
Project: Research funding
-
2023 Jubiläumsfonds der Stadt Wien - Collaborative Knowledge Management through Knowledge Graphs: The Case of Managing Historical Knowledge about Vienna
Polleres, A. (PI - Project head) & Dobriy, D. (researchers )
1/10/23 → 1/10/24
Project: Research funding