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Taxonomic and Uncertain Integrity Constraints in Object−Oriented Databases − the TOP Approach

Abstract:

We present a coherent modeling and reasoning methodology to extend object-oriented databases towards taxonomic and uncertain integrity constraints. Our so-called TOP database model enriches current ISA-hierarchies by more general t-classes to improve conceptual modeling. The t-classes themselves are then integrated with probabilistic constraints to express uncertainty. We give an efficient algorithm for checking the modeling-consistency of a probabilistic knowledge base. As a typical appli...

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Publisher:
ACM Press
Host title:
Proceedings of the 4th International Conference on Information and Knowledge Management‚ CIKM 1995‚ Baltimore‚ Maryland‚ USA‚ November 28 − December 2‚ 1995
Publication date:
1995-01-01
ISBN:
0897918126
UUID:
uuid:d6950fdd-46bd-4169-85fd-364460f29995
Local pid:
cs:6757
Deposit date:
2015-03-31

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TO TOP