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Embedding OWL ontologies with OWL2Vec

dc.contributor.authorHolter, Ole Magnus
dc.contributor.authorMyklebust, Erik Bryhn
dc.contributor.authorChen, Jiaoyan
dc.contributor.authorJimenez-Ruiz, Ernesto
dc.date.accessioned2020-01-24T12:22:41Z
dc.date.available2020-01-24T12:22:41Z
dc.date.created2020-01-06T11:32:54Z
dc.date.issued2019
dc.identifier.citationCEUR Workshop Proceedings. 2019, 2456, 33-36.nb_NO
dc.identifier.issn1613-0073
dc.identifier.urihttp://hdl.handle.net/11250/2637835
dc.description.abstractIn 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.nb_NO
dc.language.isoengnb_NO
dc.publisherCEUR Workshop Proceedingsnb_NO
dc.relation.urihttp://ceur-ws.org/Vol-2456/paper9.pdf
dc.rightsNavngivelse 4.0 Internasjonal*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/deed.no*
dc.titleEmbedding OWL ontologies with OWL2Vecnb_NO
dc.typeJournal articlenb_NO
dc.typePeer reviewednb_NO
dc.description.versionpublishedVersionnb_NO
dc.rights.holderCopyright ©2019 for this paper by its authorsnb_NO
dc.source.pagenumber33-36nb_NO
dc.source.volume2456nb_NO
dc.source.journalCEUR Workshop Proceedingsnb_NO
dc.identifier.cristin1766711
dc.relation.projectNorges forskningsråd: 237889nb_NO
cristin.unitcode7464,20,18,0
cristin.unitnameMiljøinformatikk
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode1


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