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Probabilistic Logic under Coherence: Complexity and Algorithms

Abstract:

We study probabilistic logic under the viewpoint of the coherence principle of de Finetti. In detail, we explore the relationship between coherence-based and classical model-theoretic probabilistic logic. Interestingly, we show that the notions of g-coherence and of g-coherent entailment can be expressed by combining notions in model-theoretic probabilistic logic with concepts from default reasoning. Using these results, we analyze the computational complexity of probabilistic reasoning un...

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Publisher:
Shaker
Host title:
Proceedings of the 2nd International Symposium on Imprecise Probabilities and their Applications‚ ISIPTA 2001‚ Ithaca‚ NY‚ USA‚ June 26−29‚ 2001
Publication date:
2001-01-01
ISBN:
9042301309
UUID:
uuid:1ddf7b8b-00ef-45ec-8473-b5c9a91cb06d
Local pid:
cs:6729
Deposit date:
2015-03-31

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