A distributed and fuzzy extension of description logics

Authors:
Yanhui Li;Baowen Xu;Jianjiang Lu;Dazhou Kang
Affiliations:
School of Computer Science and Engineering, Southeast University, Nanjing, P.R. China;School of Computer Science and Engineering, Southeast University, Nanjing, P.R. China;Institute of Command Automation, PLA University of Science and Technology, Nanjing, P.R. China;School of Computer Science and Engineering, Southeast University, Nanjing, P.R. China
Venue:
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Year:
2006

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Abstract

By development of the Semantic Web, demands for increasing expressive power of ontology languages has triggered a mass of extending description logics in fuzzy and distributed cases. However, current solutions are proposed respectively on one of these two aspects. By integrating E-connection into extended fuzzy description logics (EFDLs), this paper proposes a novel logical approach distributed EFDLs (DEFDLs) to couple both fuzzy and distributed features within description logics. In DEFDLs, cut links are introduced to describe fuzzy relations among various fuzzy areas, hence connecting distributed EFDLs knowledge bases to construct a global DEFDLs knowledge base. We make a primitive discussion about reasoning issues within DEFDLs, where some current fuzzy reasoning technique can be reused in restricted DEFDLs knowledge bases.