• DocumentCode
    293400
  • Title

    Dependencies in fuzzy databases: functional dependency

  • Author

    Nakata, Michinori

  • Author_Institution
    Dept. of Inf. Sci., Chiba-Keizai Coll., Chiba, Japan
  • Volume
    2
  • fYear
    1995
  • fDate
    20-24 Mar 1995
  • Firstpage
    757
  • Abstract
    Classical and fuzzy functional dependencies, which consist of an important class of constraints, are examined in fuzzy relational databases. The truth value of a proposition expressing a functional dependency is not a binary value even for a classical functional dependency in fuzzy relational databases. Each tuple has a compatibility degree with a functional dependency degree which is contained in the interval [0, 1]. In each tuple it is determined by the comparison of the compatibility degree with the value of membership attribute whether that tuple satisfies the functional dependency. This means that the functional dependency is dealt with in the same manner as the other constraints. Armstrong´s inference rules are sound and complete for classical functional dependencies as well as in relational databases, but they are not for fuzzy functional dependencies. Sound and complete inference rules different from Armstrong´s ones hold for fuzzy functional dependencies
  • Keywords
    database theory; fuzzy logic; fuzzy set theory; relational databases; compatibility degree; functional dependency; functional dependency degree; fuzzy databases; fuzzy functional dependencies; fuzzy relational databases; inference rules; membership attribute; truth value; Artificial intelligence; Educational institutions; Fuzzy sets; Information science; Possibility theory; Relational databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
  • Conference_Location
    Yokohama
  • Print_ISBN
    0-7803-2461-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.1995.409768
  • Filename
    409768