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Journal article

Weak Nonmonotonic Probabilistic Logics

Abstract:

We present an approach where probabilistic logic is combined with default reasoning from conditional knowledge bases in Kraus et al.'s System P, Pearl's System Z, and Lehmann's lexicographic entailment. The resulting probabilistic generalizations of default reasoning from conditional knowledge bases allow for handling in a uniform framework strict logical knowledge, default logical knowledge, as well as purely probabilistic knowledge. Interestingly, probabilistic entailme...

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Journal:
Artificial Intelligence
Volume:
168
Issue:
1/2
Pages:
119-161
Publication date:
2005-10-01
URN:
uuid:fd4ae72c-1a7e-4a08-893d-8fd57f4c5465
Local pid:
cs:4658

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