Reasoning with Fuzzy Ontologies

نویسندگان

  • Yanhui Li
  • Baowen Xu
  • Jianjiang Lu
  • Dazhou Kang
چکیده

By the development of Semantic Web, increasing demands for vague information representation have triggered a mass of theoretical and applied researches of fuzzy ontologies, whose main logical infrastructures are fuzzy description logics. However, current tableau algorithms can not supply complete reasoning support within fuzzy ontology: reasoning with general TBox is still a difficult problem in fuzzy description logics. The main trouble is that fuzzy description logics adopt fuzzy models with continuous but not discrete membership degrees. In this paper, we propose a novel semantical discretization to discretize membership degrees in fuzzy description logic FSHIN . Based on this discretization, we design discrete tableau algorithms to achieve reasoning with general TBox.

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تاریخ انتشار 2006