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Inductive Synthesis of Logic Programs and Inductive Logic Programming [PDF]

, 1994
Inductive Logic Programming deals with the problem of generating logic programs from examples, normally given as ground atoms. We briefly survey older methods (Shapiro’s MIS and Plotkin’s least general generalizations) which have set the foundations of the field and inspired more recent top-down and bottom-up approaches, respectively.
Francesco Bergadano, Daniele Gunetti
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Induction Programs That Work

Phi Delta Kappan, 2009
Universities working in collaboration with school districts have created programs that benefit both, as well as supporting novice teachers.
Carol Gilles, Barbara Davis, Sheryl McGlamery   +2 more
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Possibilistic Inductive Logic Programming

2005
Learning rules with exceptions may be of interest, especially if the exceptions are not important in some sense. Standard Inductive Logic Programming (ILP) algorithms and classical first order logic are not well-suited for managing rules with exceptions.
Serrurier, Mathieu, Prade, Henri
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An introduction to inductive programming

Artificial Intelligence Review, 2008
The research field of inductive programming is concerned with the design of algorithms for learning computer programs with complex flow of control (typically recursive calls) from incomplete specifications such as examples. We introduce a basic algorithmic approach for inductive programming and illustrate it with three systems: dialogs learns logic ...
Pierre Flener, Ute Schmid
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