We present an approach for solving some of the problems of top-down Inductive Logic Programming systems when learning multiple predicates. The approach is based on an algorithm for learning abductive logic programs. Abduction is used to generate additional information that is useful for solving the problem of global inconsistency when learning multiple predicates.

Learning Multiple Predicates

LAMMA, Evelina;RIGUZZI, Fabrizio
1998

Abstract

We present an approach for solving some of the problems of top-down Inductive Logic Programming systems when learning multiple predicates. The approach is based on an algorithm for learning abductive logic programs. Abduction is used to generate additional information that is useful for solving the problem of global inconsistency when learning multiple predicates.
1998
Artificial Intelligence; Machine learning; Inductive Logic Programming
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11392/1204366
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