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Repairing ontologies for incomplete reasoners

Repairing ontologies for incomplete reasoners

This video was recorded at 10th International Semantic Web Conference (ISWC), Bonn 2011. The need for scalable query answering often forces Semantic Web applications to use incomplete OWL 2 reasoners, which in some cases fail to derive all answers to a query. This is clearly undesirable, and in some applications may even be unacceptable. To address this problem, we investigate the problem of "repairing" an ontology T |that is, computing an ontology R such that a reasoner that is incomplete for T becomes complete when used with T [R. We identify conditions on T and the reasoner that make this possible, present a practical algorithm for computing R, and present a preliminary evaluation which shows that, in some realistic cases, repairs are feasible to compute, reasonable in size, and do not significantly affect reasoner performance.

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