Copyright © 2002 Elsevier Science Inc. All rights reserved.
About the incremental validation of first-order stratified knowledge-based decision-support systems
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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