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Tractable Probabilistic Description Logic Programs

Abstract:

We propose tractable probabilistic description logic programs (or probabilistic dl-programs) for the Semantic Web, which combine tractable description logics, normal programs under the answer set semantics, and probabilities. In particular, we introduce the total well-founded semantics for probabilistic dl-programs. Contrary to the previous answer set and well-founded semantics, it is defined for all probabilistic dl-programs and all probabilistic queries. Furthermore, tight (resp., tight ...

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Publisher:
Springer
Host title:
Proceedings of the 1st International Conference on Scalable Uncertainty Management‚ SUM 2007‚ Washington‚ DC‚ USA‚ October 10−12‚ 2007
Volume:
4772
Publication date:
2007-01-01
ISBN:
9783540754077
UUID:
uuid:0b775726-741a-4911-8aa8-c142f1ec5236
Local pid:
cs:6675
Deposit date:
2015-03-31

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