We propose an approach for the integration of abduction and induction that consists in extending an Inductive Logic Programming system with abductive reasoning capabilities. In the resulting system, abduction is used to make assump- tions in order to cover positive examples and avoid the cov- erage of negative ones. The assumptions generated can then be generalized in their turn.

Integrating abduction and induction

RIGUZZI, Fabrizio
1998

Abstract

We propose an approach for the integration of abduction and induction that consists in extending an Inductive Logic Programming system with abductive reasoning capabilities. In the resulting system, abduction is used to make assump- tions in order to cover positive examples and avoid the cov- erage of negative ones. The assumptions generated can then be generalized in their turn.
1998
Abductive Logic Programming; Inductive Logic Programming; Machine Learning
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in SFERA sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11392/1195310
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? 0
social impact