Embedding OWL ontologies with OWL2Vec
Journal article, Peer reviewed
Published version
Permanent lenke
http://hdl.handle.net/11250/2637835Utgivelsesdato
2019Metadata
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- Publikasjoner fra Cristin - NIVA [2136]
- Scientific publications [1166]
Originalversjon
CEUR Workshop Proceedings. 2019, 2456, 33-36.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.