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Weak Nonmonotonic Probabilistic Logics

Abstract:

Towards probabilistic formalisms for resolving local inconsistencies under model-theoretic probabilistic entailment, we present probabilistic generalizations of Pearl's entailment in System Z and Lehmann's lexicographic entailment. We then analyze the nonmonotonic and semantic properties of the new notions of entailment. In particular, we show that they satisfy the rationality postulates of System P and the property of Rational Monotonicity. Moreover, we show that model-t...

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Publisher:
AAAI Press
Host title:
Proceedings of the 9th International Conference on the Principles of Knowledge Representation and Reasoning‚ KR 2004‚ Whistler‚ Canada‚ June 2−5‚ 2004
Publication date:
2004-01-01
ISBN:
1577351991
UUID:
uuid:04bec6c8-8e5d-4a43-a7ce-bb632d345dd2
Local pid:
cs:6705
Deposit date:
2015-03-31

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