Proceedings

Resource-bounded inference from inconsistent belief bases

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Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence. Pages 103-107.

Abstract

A family of resource-bounded paraconsistent inference relations is introduced. These relations are based on S - 3 entailment, an inference relation logically weaker than classical entailment and parametrized by a set S of variables. Their properties are investigated, especially from the computational complexity point of view. Among the strong features of our framework is the fact that tractability is ensured each time S is bounded and that binary connectives behave in a classical manner. Moreover, our family is large enough to include both S - 3 inference, the standard inference relations based on the selection of consistent subbases and some additional forms of paraconsistent reasoning as specific cases.

Pierre Marquis, and Nadège Porquet. 2001. Resource-bounded inference from inconsistent belief bases. In Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, IJCAI-01. IJCAI, 103–107. https://ijcai.org/proceedings/2001/14
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