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
Link To Document :
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