Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)

202440 citationsJournal Articlegold Open Access

Authors

Sabrina Toro · University of North Carolina at Chapel Hill

Anna V. Anagnostopoulos · Jackson Laboratory

Susan M. Bello · Jackson Laboratory

Kai Blumberg · Beltsville Human Nutrition Research Center

Rhiannon Cameron · Simon Fraser University

Leigh Carmody · Jackson Laboratory

Alexander D. Diehl

Abstract

These findings suggest DRAGON-AI's potential to substantially aid the manual ontology construction process. However, our results also underscore the importance of having expert curators and ontology editors drive the ontology generation process.

Topics & Keywords

Biomedical Text Mining and Ontologies Semantic Web and Ontologies Topic Modeling

UN Sustainable Development Goals

Industry, innovation and infrastructure

Publication Details

Published in: Journal of Biomedical Semantics

Volume 15, Issue 1, pp. 19-19

DOI: 10.1186/s13326-024-00320-3

Field-Weighted Citation Impact: 9.28