Probabilistic Inductive Logic Programming

• Published in: Probabilistic Inductive Logic Programming Vol. 4911; pp. 1 - 27
• Main Authors: De Raedt, Luc, Kersting, Kristian
• Format: Book Chapter
• Language: English
• Published: Germany Springer Berlin / Heidelberg 2008; Springer Berlin Heidelberg
• Series: Lecture Notes in Computer Science
• Subjects: Artificial intelligence; Bayesian Network; Computer programming / software development; Conditional Probability Distribution; Inductive Logic; Inductive Logic Programming; Logic Program; Mathematical theory of computation

Probabilistic inductive logic programming aka. statistical relational learning addresses one of the central questions of artificial intelligence: the integration of probabilistic reasoning with machine learning and first order and relational logic representations. A rich variety of different formali...