Matthew Horridge, Bijan Parsia and Ulrike Sattler, Extracting Justifications from BioPortal Ontologies, in Proceedings of the 11th International Semantic Web Conference (ISWC 2012), Boston, US, November, 2012. [PDF(local)], [PDF(online)]

Abstract:
This paper presents an evaluation of state of the art black box justification finding algorithms on the NCBO BioPortal ontology corpus. This corpus represents a set of naturally occurring ontologies that vary greatly in size and expressivity. The results paint a picture of the performance that can be expected when finding all justifications for entailments using black box justification finding techniques. The results also show that many naturally occurring ontologies exhibit a rich justificatory structure, with some ontologies having extremely high numbers of justifications per entailment.

BibTex:

    @InProceedings { iswc2012paper-evaluation-35,
      author = { Matthew Horridge, Bijan Parsia and Ulrike Sattler },
      title = { Extracting Justifications from BioPortal Ontologies },
      booktitle = { Proceedings of the 11th International Semantic Web Conference (ISWC 2012) },
      address = {Boston, US},
      month = { November },
      year = { 2012 },
    }

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