• DocumentCode
    2906126
  • Title

    A vague description logic SI

  • Author

    Ma, Z.M. ; Cheng, Jingwei ; Wang, Hailong ; Yan, Li

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    1345
  • Lastpage
    1349
  • Abstract
    In the real world, human knowledge and natural language have a big deal of imprecision and uncertainty. Imprecision and uncertainty play in the semantic Web context, as well as to many applications that use description logics (DLs) to capture, represent and perform reasoning with domain knowledge. In this paper, a fuzzy extension of description logic language SI is presented, which combines vague sets with SI. Its syntax, semantics and inference problems are investigated in the paper. Also the tableau algorithm is developed for reasoning in the vague SI.
  • Keywords
    formal logic; fuzzy set theory; inference mechanisms; natural language processing; semantic Web; description logics; fuzzy extension; human knowledge; natural language; semantic Web context; vague description logic; Automatic logic units; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Humans; Knowledge representation; Natural languages; Semantic Web; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630547
  • Filename
    4630547