Artificial Intelligence
International Journal of Man-Machine Studies
Supporting Start-to-Finish Development of Knowledge Bases
Machine Learning
Checking an expert systems knowledge base for consistency and completeness
IJCAI'85 Proceedings of the 9th international joint conference on Artificial intelligence - Volume 1
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Verification methods and tools developed so far have assumed a very simple model of rule-based expert system (RBES). Current RBES often do not comply this model and require more sophisticated verification techniques. A RBES model including uncertainty and control has been used to analyze four verification issues (inconsistency, redundancy, circularity and useless RB objects), identifying a number of new verification problems. The concepts of labels and environments (deKleer 1986) have been extended to incorporate uncertainty and control information, obtaining the constructs extended-labels and extended-environments. They have been used to express and solve these new verification problems.