An Inductive Logic Programming Approach to Learning Inclusion Axioms in Fuzzy Description Logics.
Francesca Alessandra Lisi, Umberto Straccia · CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro) · 2011
Abstract. Fuzzy Description Logics (DLs) are logics that allow to deal with vague structured knowledge. Although a relatively important amount of work has been carried out in the last years concerning the use of fuzzy DLs as ontology languages, the problem of automatically managing fuzzy ontologies has received very little attention so far. We report here our preliminary investigation on this issue by describing a method for inducing inclusion axioms in a fuzzy DL-Lite like DL. 1