3 papers
cs.LG2024
The Artificial Intelligence Ontology: LLM-assisted construction of AI concept hierarchies
Marcin P. Joachimiak, Mark A. Miller, J. Harry Caufield +5
The Artificial Intelligence Ontology (AIO) is a systematization of artificial intelligence (AI) concepts, methodologies, and their interrelations. Developed via manual curation, wi…
cs.AI2023
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)
Sabrina Toro, Anna V Anagnostopoulos, Sue Bello +27
Background: Ontologies are fundamental components of informatics infrastructure in domains such as biomedical, environmental, and food sciences, representing consensus knowledge in…
cs.AI2023
An Open-Source Knowledge Graph Ecosystem for the Life Sciences
Tiffany J. Callahan, Ignacio J. Tripodi, Adrianne L. Stefanski +29
Translational research requires data at multiple scales of biological organization. Advancements in sequencing and multi-omics technologies have increased the availability of these…