Embedding OWL ontologies with OWL2Vec
Journal article, Peer reviewed
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Original versionCEUR Workshop Proceedings. 2019, 2456, 33-36.
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.