Ontology Corpora for LLM-based Knowledge Engineering Research

Publication: Chapter in book/Conference proceedingContribution to conference proceedings

Abstract

Generative AI (GenAI) solutions are likely to have a profound impact on the Knowledge Engineering (KE) field. Considerable research is needed to understand the extent to which various KE tasks can be performed with GenAI, how the performance of these tasks compares to human baselines, and how to effectively adapt KE workflows to make the best use of GenAI methods. To conduct such research, there is a need of collections of corpora of ontologies with a range of diverse characteristics to support systematic experimentation covering a broad variety of ontology types. We propose collecting such corpora and describe our ongoing efforts to collect ontologies created by students, as representative for the work of junior ontology engineers (beginners level knowledge engineering skills). We also create an ontology analysis workflow to extract key metadata from ontologies and associated reports, which we share with the community.
Original languageEnglish
Title of host publicationISWC 2024 Special Session on Harmonising Generative AI and Semantic Web Technologies, November 13, 2024, Baltimore, Maryland
PublisherCEUR Workshop Proceedings
Publication statusAccepted/In press - 2024
EventThe 23rd International Semantic Web Conference 2024 - Baltimore, United States
Duration: 11 Nov 202415 Nov 2024
Conference number: 23
https://iswc2024.semanticweb.org/event/3715c6fc-e2d7-47eb-8c01-5fe4ac589a52/summary

Conference

ConferenceThe 23rd International Semantic Web Conference 2024
Abbreviated titleISWC 2024
Country/TerritoryUnited States
CityBaltimore
Period11/11/2415/11/24
Internet address

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