Paper Info
Title
A Logic-based Computational Method for the Automated Induction of Fuzzy Ontology Axioms
Abstract
Fuzzy Description Logics DLs are logics that allow to deal with structured vague 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 the evolution of fuzzy ontologies has received very little attention so far. We describe here a logic-based computational method for the automated induction of fuzzy ontology axioms which follows the machine learning approach of Inductive Logic Programming. The potential usefulness of the method is illustrated by means of an example taken from the tourism application domain.
Year
DOI
Venue
2013
10.3233/FI-2013-846
Fundam. Inform.
Keywords
Field
DocType
fuzzy description logics dls,last year,fuzzy ontology axiom,important amount,logic-based computational method,fuzzy ontology,automated induction,inductive logic programming,fuzzy ontology axioms,ontology language,fuzzy dls,ontologies
Ontology (information science),T-norm fuzzy logics,Fuzzy classification,Fuzzy set operations,Fuzzy logic,Description logic,Artificial intelligence,Fuzzy associative matrix,Mathematics,Ontology language
Journal
Volume
Issue
ISSN
124
4
0169-2968
Citations 
PageRank 
References 
9
0.47
25
Authors
2
Name
Order
Citations
PageRank
Francesca A. Lisi138338.20
Umberto Straccia22731251.15