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Probabilistic Description Logic Programs

Abstract:

Towards sophisticated representation and reasoning techniques that allow for probabilistic uncertainty in the Rules, Logic, and Proof layers of the Semantic Web, we present probabilistic description logic programs (or pdl-programs), which are a combination of description logic programs (or dl-programs) under the answer set semantics and the well-founded semantics with Poole's independent choice logic. We show that query processing in such pdl-programs can be reduced to computing all answer...

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Authors


Thomas Lukasiewicz More by this author
Journal:
International Journal of Approximate Reasoning
Volume:
45
Issue:
2
Pages:
288-307
Publication date:
2007-07-01
URN:
uuid:40c4d8e3-cc15-4af0-b1f1-9a1ed4e0a030
Local pid:
cs:4654

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