Well–definedness and efficient inference for probabilistic logic programming under the distribution semantics

Distribution semantics is one of the most prominent approaches for the combination of logic programming and probability theory. Many languages follow this semantics, such as Independent Choice Logic, PRISM, pD, Logic Programs with Annotated Disjunctions (LPADs), and ProbLog. When a program contains...

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Vydáno v:	Theory and practice of logic programming Ročník 13; číslo 2; s. 279 - 302
Hlavní autoři:	RIGUZZI, FABRIZIO, SWIFT, TERRANCE
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Cambridge, UK Cambridge University Press 01.03.2013
Témata:	Logic programming Mathematical analysis Mathematical models Probabilistic methods Probability theory Query processing Regular Papers Semantics Symbols Logic programs with annotated disjunction Tabling Answer subsumption Probabilistic logic programming Program transformation
ISSN:	1471-0684, 1475-3081
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