Pushing the boundaries of tractable ontology reasoning

We identify a class of Horn ontologies for which standard reasoning tasks such as instance checking and classification are tractable. The class is general enough to include the OWL 2 EL, QL, and RL profiles. Verifying whether a Horn ontology belongs to the class can be done in polynomial time. We sh...

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मुख्य लेखकों: Carral, D, Feier, C, Grau, BC, Hitzler, P, Horrocks, I
स्वरूप: Conference item
भाषा:English
प्रकाशित: Springer International Publishing 2014
विषय:
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सारांश:We identify a class of Horn ontologies for which standard reasoning tasks such as instance checking and classification are tractable. The class is general enough to include the OWL 2 EL, QL, and RL profiles. Verifying whether a Horn ontology belongs to the class can be done in polynomial time. We show empirically that the class includes many real-world ontologies that are not included in any OWL 2 profile, and thus that polynomial time reasoning is possible for these ontologies.