• DocumentCode
    2750408
  • Title

    An approach to compute default attribute values in fuzzy object oriented data models

  • Author

    Pasi, Gabriella ; Yager, Ronald R.

  • Author_Institution
    CNR, Milano, Italy
  • Volume
    2
  • fYear
    1998
  • fDate
    4-9 May 1998
  • Firstpage
    1326
  • Abstract
    In this paper a method to compute default values for unknown object´s attributes in the object oriented data model is proposed. The method is based both on the association of typical values with the attributes in the intentional definition of a class, and on the application of a prioritized aggregation operator to combine typical values appearing in an inheritance structure. This method can also be applied to refine vague attribute values expressed by means of fuzzy sets interpreted as possibility distributions. A new interpretation of partial inheritance in this context is proposed, introducing the concept of “partial overriding” of typical values
  • Keywords
    data structures; database theory; fuzzy set theory; inheritance; object-oriented databases; possibility theory; fuzzy object oriented data models; fuzzy set theory; incomplete information; inheritance structure; object attribute values; object oriented database; possibility distributions; prioritized aggregation operator; vague attribute values; value association; Data models; Fuzzy set theory; Fuzzy sets; Information analysis; Null value; Object oriented databases; Object oriented modeling; Possibility theory; Relational databases; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-4863-X
  • Type

    conf

  • DOI
    10.1109/FUZZY.1998.686311
  • Filename
    686311