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Information Sciences
Volume 142, Issues 1-4, May 2002, Pages 117-129
 
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doi:10.1016/S0020-0255(02)00161-5    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2002 Elsevier Science Inc. All rights reserved.

About the incremental validation of first-order stratified knowledge-based decision-support systems

Éric GrégoireCorresponding Author Contact Information, E-mail The Corresponding Author and Bertrand MazureE-mail The Corresponding Author

Université d'Artois, CRIL, rue de l'Université SP16, F-62307 Lens Cédex, France

Available online 16 February 2002.

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Abstract

In this paper, a new efficient technique is introduced to check the logical consistency of first-order function-free stratified knowledge-based decision-support systems (KBs). It is based on a progressive instantiation schema that enables us to benefit from the power of local search techniques for propositional satisfiability and search. It combines a knowledge preference pre-ordering with a concept of depth-limited reasoning. An algorithm that proves efficient very often is proposed. It delivers a good approximation of Benferhat et al.'s preferred maximal inclusion-based consistent sub-bases. The approach is extended to cover forms of non-monotonic KBs, as well.

Author Keywords: Knowledge bases; Validation; Verification; Logical consistency

Article Outline

1. Introduction
2. Incremental instantiation and preference
3. Stratified knowledge bases
4. An incremental instantiation schema
5. Handling a partially instantiated KBi
6. Using the duality between consistency and inconsistency
7. Covering forms of non-monotonic KBs
8. Experimental illustrations for the non-monotonic case
9. Conclusion
Acknowledgements
References


 
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