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Dependencies in fuzzy databases: functional dependency

Authors :
M. Nakata
Source :
Proceedings of 1995 IEEE International Conference on Fuzzy Systems. The International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium.
Publication Year :
2002
Publisher :
IEEE, 2002.

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. >

Details

Database :
OpenAIRE
Journal :
Proceedings of 1995 IEEE International Conference on Fuzzy Systems. The International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium
Accession number :
edsair.doi...........7dc3dfe25b9c96264f83c01caf71c0d5
Full Text :
https://doi.org/10.1109/fuzzy.1995.409768