Blar i Publikasjoner fra Cristin - NIVA på tidsskrift "CEUR Workshop Proceedings"

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    • Embedding OWL ontologies with OWL2Vec 

      Holter, Ole Magnus; Myklebust, Erik Bryhn; Chen, Jiaoyan; Jimenez-Ruiz, Ernesto (Journal article; Peer reviewed, 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. ...

    • Knowledge graph embedding for ecotoxicological effect prediction 

      Myklebust, Erik Bryhn; Jimenez-Ruiz, Ernesto; Chen, Jiaoyan; Wolf, Raoul; Tollefsen, Knut-Erik (Journal article; Peer reviewed, 2019)
      Exploring the effects of a chemical compound on a species takes a considerable experimental effort. Appropriate methods for estimating and suggesting new effects can dramatically reduce the work needed to be done by a ...