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Revising Probabilistic Prolog Programs

Luc De Raedt; Kristian Kersting; Angelika Kimmig; Kate Revoredo; Hannu Toivonen
In: Stephen H. Muggleton; Ramón P. Otero; Alireza Tamaddoni-Nezhad (Hrsg.). Inductive Logic Programming, 16th International Conference. International Conference on Inductive Logic Programming (ILP-2006), August 24-27, Santiago de Compostela, Spain, Pages 30-33, Lecture Notes in Computer Science, Vol. 4455, Springer, 2006.


The ProbLog (probabilistic prolog) language has been introduced in [1], where various algorithms have been developed for solving and approximating ProbLog queries. Here, we define and study the problem of revising ProbLog theories from examples.

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