Accelerating knowledge graph and ontology engineering with large language models
Large Language Models bear the promise of significant acceleration of key Knowledge Graph and Ontology Engineering tasks, including ontology modeling, extension, modification, population, alignment, as well as entity disambiguation. We lay out LLM-based Knowledge Graph and Ontology Engineering as a new and coming area of research, and argue that modular approaches to ontologies will be of central importance.
Authors
- Pascal Hitzler (ORCID: https://orcid.org/0000-0001-6192-3472)
- Cogan Shimizu
Institutions
- Kansas State University (US)
- Wright State University (US)
Publication Details
- Journal
- Journal of Web Semantics
- Published
- 2025-02-06
- DOI
- https://doi.org/10.1016/j.websem.2025.100862
- Citations
- 19
- Primary Topic
- Semantic Web and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 44.66
Funders
- National Science Foundation