Accelerating Knowledge Graph and Ontology Engineering With Large Language Models

Authors

Cogan Shimizu, Wright State University - Main CampusFollow
Pascal Hitzler, Kansas State University

Document Type

Article

Publication Date

5-1-2025

Abstract

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.

Comments

This work is licensed under CC BY-NC-ND 4.0

Repository Citation

Shimizu, C., & Hitzler, P. (2025). Accelerating Knowledge Graph and Ontology Engineering With Large Language Models. Journal of Web Semantics, 85.
https://corescholar.libraries.wright.edu/cse/684

DOI

10.1016/j.websem.2025.100862