Embedding OWL ontologies with OWL2Vec
Ole Magnus Holter, Erik Bryhn Myklebust, Jiaoyan Chen, Ernesto Jiménez-Ruiz · NORA - Norwegian Open Research Archives · 2019
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.