Research output per year
Research output per year
Personal profile
Research interests
His research focuses on neuro-symbolic AI, bridging symbolic representationand neural learning through semantic-web frameworks and knowledge graphs, vector-based representations, and reproducible machine-learning processes.
Curriculum Vitae
Informatics and Information Engineering, PhD, University of Salerno
2020 → 2023
Systems Engineering and Computing , MSc, Universidad Javeriana
2010 → 2016
Computer and Systems Engineering, BS, Universidad de Santander
2001 → 2006
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
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Scaling NeuroSymbolic AI Integration for Seismic Event Detection
Rincon-Yanez, D., Senatore, S. & O’Sullivan, D., 2026, The Semantic Web: ESWC 2025 Satellite Events, Proceedings. Curry, E., McCrae, J., Presutti, V., Alam, M., Colpaert, P., Xavier Parreira, J., Collarana, D., Sabou, M., Harth, A. & Lisena, P. (eds.). Cham: Springer, p. 108-113 6 p. (Lecture Notes in Computer Science, Vol. 15832 LNCS).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
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A knowledge database discovery approach for improving quality in higher education institutions
Pérez Pulido, M. O., Mejía Ardila, O. C., Leon, F. J., Bohorquez Chacón, L. F., Bolivar, H. & Rincon-Yanez, D., 25 Jul 2025, Data-Driven Insights and Analytics for Measurable Sustainable Development Goals. Goswami, T., Mobar Roy, S. & Senatore, S. (eds.). Cambridge: Morgan Kaufmann, p. 207-228Publication: Chapter in book/Conference proceeding › Chapter in edited volume
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Document-Level Relation Extraction with Ontology-Guided RAG
Schmidt, W. J., Rincon-Yanez, D., Grangel-González, I., Paschke, A. & Kharlamov, E., 2025, Linking Meaning: Semantic Technologies Shaping the Future of AI: Proceedings of the 21st International Conference on Semantic Systems, 3-5 September 2025, Vienna, Austria. Spahiu, B., Vahdati, S., Salatino, A., Pellegrini, T. & Havur, G. (eds.). IOS Press, p. 19-27 9 p. ( Studies on the Semantic Web, Vol. 62).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access -
Human-Oriented Fuzzy-Based Assessments of Knowledge Graph Embeddings for Fake News Detection
Gutiérrez-Batista, K., Rincon-Yanez, D. & Senatore, S., 2025, Information Processing and Management of Uncertainty in Knowledge-Based Systems : 20th International Conference, IPMU 2024, Lisbon, Portugal, July 22-26, 2024. Lesot, M.-J., Bouchon-Meunier, B., Vieira, S., Reformat, M. Z., Carvalho, J. P., Batista, F. & Yager, R. R. (eds.). Cham: Springer, Vol. 3. p. 106-118 13 p. (Lecture Notes in Networks and Systems, Vol. 1176 LNNS).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
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Injecting Knowledge Graph Embeddings into RAG Architectures: Scalable Fact-Checking for Combating Disinformation with LLMs
Ubaque, O. A., Rincon-Yanez, D. & O’Sullivan, D., 2025, SGKi 2025: Scaling Knowledge Graphs for Industry Workshop: co-located with SEMANTiCS’25: International Conference on Semantic Systems, September 3–5, 2025, Vienna, Austria. Chaves-Fraga , D., Heibi, I., Garijo, D., Collarana, D., Salatino, A. & Vahdati, S. (eds.). CEUR Workshop Proceedings, Vol. 4064. (CEUR Workshop Proceedings).Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Open Access
Projects
- 1 Active
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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