• DocumentCode
    1713549
  • Title

    Data dependencies over rough relational expressions

  • Author

    Nakata, Michinori ; Murai, Tetsuya

  • Author_Institution
    Fac. of Manage. & Inf. Sci., Josai Int. Univ., Japan
  • Volume
    3
  • fYear
    2001
  • fDate
    6/23/1905 12:00:00 AM
  • Firstpage
    1543
  • Lastpage
    1546
  • Abstract
    Functional dependencies, including weighted ones, are formulated in the same manner as other constraints in a relational database based on rough sets. A tuple that belongs to a relation is accompanied by a supplementary attribute value. When a functional dependency is imposed on a relation, a compatibility degree with the functional dependency is calculated for every tuple. Whether the tuple satisfies the functional dependency is determined by comparing the compatibility degree with a supplementary attribute value. Different inference rules from the conventional ones are obtained in augmentation for functional dependencies
  • Keywords
    inference mechanisms; relational databases; rough set theory; compatibility degree; data dependencies; functional dependency; inference rules; relational database; rough relational expressions; supplementary attribute value; tuple; Artificial intelligence; Data engineering; Data mining; Data models; Engineering management; Information management; Information science; Relational databases; Rough sets; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2001. The 10th IEEE International Conference on
  • Conference_Location
    Melbourne, Vic.
  • Print_ISBN
    0-7803-7293-X
  • Type

    conf

  • DOI
    10.1109/FUZZ.2001.1008957
  • Filename
    1008957