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 },
}