We present a system to induce logic programs from postive examples only. For every predicate P, the user is asked to provide a mode (input or output) for each of its arguments, and the system assumes that the mode corresponds to a total function, i.e., for a given input there is one and only one corresponding output that makes the predicate true. By means of queries, missing examples can be added to those given initially, and this makes the program complete and consistent w.r.t the examples.

Functional inductive logic programming with queries to the user

BERGADANO, Francesco;Gunetti D. .
1993-01-01

Abstract

We present a system to induce logic programs from postive examples only. For every predicate P, the user is asked to provide a mode (input or output) for each of its arguments, and the system assumes that the mode corresponds to a total function, i.e., for a given input there is one and only one corresponding output that makes the predicate true. By means of queries, missing examples can be added to those given initially, and this makes the program complete and consistent w.r.t the examples.
1993
European Conference on Machine Learning
Vienna
5-7 aprile 1993
Proceedings of the European Conference on Machine Learning (ECML-93)
Springer-Verlag
LNCS 776
323
328
3540566023
Artificial Intelligence; Machine Learning; Inductive Logic Programming
Bergadano F.; Gunetti D.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/122378
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