Til hovedinnhold
English
Publikasjoner

Embedding OWL ontologies with OWL2Vec

Vitenskapelig artikkel
Publiseringsår
2019
Tidsskrift
CEUR Workshop Proceedings
Eksterne nettsted
Cristin
Omtale
Arkiv
Fulltekst
Forfattere
Ole Magnus Holter, Erik B Myklebust, Jiaoyan Chen, Ernesto Jimenez-Ruiz

Sammendrag

In this paper, we present a preliminary study to compute embeddings for OWL 2 ontologies by projecting the ontology axioms into a graph and performing (random) walks over the ontology graph to create a corpus of sentences. This corpus is then given to a neural language model to create concept embeddings. The conducted preliminary evaluation shows promising results.