• DocumentCode
    3165251
  • Title

    Intuitionistic fuzzy Choquet integrals and their application in modeling linguistic quantifiers

  • Author

    Yongming Li ; Lu Li

  • Author_Institution
    Coll. of Comput. Sci., Shaanxi Normal Univ., Xi´an, China
  • fYear
    2013
  • fDate
    24-28 June 2013
  • Firstpage
    315
  • Lastpage
    320
  • Abstract
    The notion of intuitionistic fuzzy Choquet integrals is introduced. Then, some nice properties, including component-wise decomposition property, duality property, a simple form of the discrete expression, of intuitionistic fuzzy Choquet integrals are studied. As an application of intuitionistic fuzzy Choquet integrals, Cui and Li´s model (L.C.Cui, Y.M.Li, Linguistic quantifiers based on Choquet integrals, International Journal of Approximate Reasoning, 48 (2008) 559-582.) of linguistic quantifiers is generalized to intuitionistic linguistic quantifiers. Description of a quantifier by intuitionistic fuzzy measures allows us to take into account differences in understanding the meaning of the quantifier by different persons. Some elegant logical properties of linguistic quantifiers are derived within this approach.
  • Keywords
    computational linguistics; fuzzy set theory; Cui-Li model; component-wise decomposition property; duality property; intuitionistic fuzzy Choquet integrals; intuitionistic fuzzy measures; intuitionistic linguistic quantifier modelling; linguistic quantifier logical properties; Decision making; Educational institutions; Extraterrestrial measurements; Fuzzy sets; Lattices; Pragmatics; Semantics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
  • Conference_Location
    Edmonton, AB
  • Type

    conf

  • DOI
    10.1109/IFSA-NAFIPS.2013.6608419
  • Filename
    6608419