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IJCAI
2007

ProbLog: A Probabilistic Prolog and Its Application in Link Discovery

8 years 11 months ago
ProbLog: A Probabilistic Prolog and Its Application in Link Discovery
We introduce ProbLog, a probabilistic extension of Prolog. A ProbLog program defines a distribution over logic programs by specifying for each clause the probability that it belongs to a randomly sampled program, and these probabilities are mutually independent. The semantics of ProbLog is then defined by the success probability of a query, which corresponds to the probability that the query succeeds in a randomly sampled program. The key
Luc De Raedt, Angelika Kimmig, Hannu Toivonen
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where IJCAI
Authors Luc De Raedt, Angelika Kimmig, Hannu Toivonen
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