AAAI Publications, Thirteenth International Conference on the Principles of Knowledge Representation and Reasoning

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Practical Reasoning with Nominals in the EL Family of Description Logics
Yevgeny Kazakov, Markus Kroetzsch, Frantisek Simancik

Last modified: 2012-05-17

Abstract


The EL family of description logics (DLs) has been designed to provide a restricted syntax for commonly used DL constructors with the goal to guarantee polynomial complexity of reasoning. Yet, polynomial complexity does not always mean that the underlying reasoning procedure is efficient inpractice. In this paper we consider a simple DL ELO from the EL family that admits nominals, and argue that existing polynomial reasoning procedures for ELO can be impractical for many realistic ontologies. To solve the problem, we describe an optimization strategy in which the inference rules required for reasoning with nominals are avoided as much as possible. The optimized procedure is evaluated within the reasoner ELK and demonstrated to perform well in practice.

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