Inductive Logic Programming

Hi,

I am new to area of Machine Learning and to the field of Logic Programming. Can anyone please suggest me some good book, tutorial etc on Inductive Logic Programming(ILP) which introduces the basics of Logic Programming as well as the main topic of ILP?

natural-language-processing machine-learning

asked Oct 02 '11 at 12:55

Lancelot
90●7●12●11

2 Answers:

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0	Chapter 19 of Prolog Programming for Artificial Intelligence by Ivan Bratko (ISBN-13: 978-0201403756) deals with Inductive Logic Programming and has an example program. answered Oct 02 '11 at 13:46 Roman Brenes 1 thanks for the pointer (Oct 02 '11 at 13:48) Lancelot

Back in the days I think I used the following two papers as references:

Inverse entailment and Progol, Muggleton, 1995 (one of the first algortihm that "worked well").
A Perspective on Inductive Logic Programming, De Raedt, 1999 (a good state of the art at that time).

I think nowadays ILP is blending with reasoning under uncertainty and in might be worth having a look at Markov Logic Networks and Statistical Relational Learning.

answered Oct 02 '11 at 13:30

ogrisel
3984●6●44●80

thanks for the links but can you also suggest some new references which also give an introduction to Logic Programming.

(Oct 02 '11 at 13:34) Lancelot

This page has some recommended readings that look like a good place to start: http://www.doc.ic.ac.uk/~cclw05/topics1/summary.html

(Oct 02 '11 at 13:40) ogrisel

cool..thanks...

(Oct 02 '11 at 13:41) Lancelot

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Asked: Oct 02 '11 at 12:55

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Last updated: Oct 02 '11 at 13:48

Inductive Logic Programming

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