Probabilistic Logic Programming

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Probabilistic Logic Programming
We present probabilistic logic programming under inheritance with overriding. This approach is based on new notions of entailment for reasoning with conditional constraints, which are obtained from the classical notion of logical entailment by adding inheritance with overriding. This is done by using recent approaches to probabilistic default reasoning with conditional constraints. We analyze the semantic properties of the new entailment relations. We also present algorithms for probabilistic logic programming under inheritance with overriding, and we analyze its complexity in the propositional case.
Thomas Lukasiewicz
Added 11 Aug 2010
Updated 11 Aug 2010
Type Conference
Year 1998
Where ECAI
Authors Thomas Lukasiewicz
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