Abduction with probabilistic logic programming under the distribution semantics

In Probabilistic Abductive Logic Programming we are given a probabilistic logic program, a set of abducible facts, and a set of constraints. Inference in probabilistic abductive logic programs aims to find a subset of the abducible facts that is compatible with the constraints and that maximizes the...

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Veröffentlicht in:	International journal of approximate reasoning Jg. 142; S. 41 - 63
Hauptverfasser:	Azzolini, Damiano, Bellodi, Elena, Ferilli, Stefano, Riguzzi, Fabrizio, Zese, Riccardo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.03.2022
Schlagworte:	Abduction Distribution semantics Probabilistic logic programming Statistical relational artificial intelligence Statistical relational artificial intelligence Distribution semantics Probabilistic logic programming Abduction
ISSN:	0888-613X, 1873-4731
Online-Zugang:	Volltext
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