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Reliability measure theory: a nonmonotonic semantics

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2 Author(s)
Minkoo Kim ; Dept. of Comput. Sci., Ajou Univ., Suwon, South Korea ; Maida, A.S.

A semantic framework for nonmonotonic reasoning is developed. Specifically, a reliability measure theory based on multivalued logics that view a knowledge base as a set of contexts is proposed, and the contexts are compared according to some reliability measure. The proposed theory shows higher precision of nonmonotonic reasoning than other approaches. In particular, the qualification problem does not occur and many unwanted conflicts are eliminated

Published in:

Knowledge and Data Engineering, IEEE Transactions on  (Volume:5 ,  Issue: 1 )

Date of Publication:

Feb 1993

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