Patrick Rodler, Kostyantyn Shchekotykhin, Philipp Fleiss and Gerhard Friedrich, RIO: Minimizing User Interaction in Ontology Debugging, in Proceedings of the ISWC 2012 Posters & Demonstrations Track, Boston, US, November, 2012. [PDF(local)], [PDF(online)]

Abstract:
Interactive ontology debugging incorporates a user who answers queries about entailments of their intended ontology. In order to minimize the amount of user interaction in a debugging session, a user must choose an appropriate query selection strategy. However, the choice of an unsuitable strategy may result in tremendous overhead in terms of time and cost. We present a learning method for query selection which unites the advantages of existing approaches while overcoming their flaws. Our tests show the utility of our approach when applied to a large set of real-world ontologies, its scalability and adequate reaction time allowing for continuous interactivity.

BibTex:

    @InProceedings { iswc2012paper-poster-demo-45,
      author = { Patrick Rodler, Kostyantyn Shchekotykhin, Philipp Fleiss and Gerhard Friedrich },
      title = { RIO: Minimizing User Interaction in Ontology Debugging },
      booktitle = { Proceedings of the ISWC 2012 Posters & Demonstrations Track },
      address = {Boston, US},
      month = { November },
      year = { 2012 },
    }

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