Title of article
Fuzzy description logics with general t-norms and datatypes
Author/Authors
Bobillo، نويسنده , , Fernando and Straccia، نويسنده , , Umberto، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2009
Pages
21
From page
3382
To page
3402
Abstract
Fuzzy description logics (DLs) are a family of logics which allow the representation of (and the reasoning within) structured knowledge affected by vagueness. Although a relatively important amount of work has been carried out in the last years, current fuzzy DLs still present several limitations. In this work we face two problems: the common restriction to Zadeh and Łukasiewicz fuzzy logics and the inability to deal with datatypes different from fuzzy sets. In particular, we propose a semantics based on the use of a general left-continuous t-norm and an involutive negation (specially focused on Product logic) and, furthermore, we show how to handle functional concrete roles relating individuals of the domain and strings, real or integer numbers.
Keywords
Fuzzy ontologies , Fuzzy description logics , Fuzzy Logic , Logic for the Semantic Web
Journal title
FUZZY SETS AND SYSTEMS
Serial Year
2009
Journal title
FUZZY SETS AND SYSTEMS
Record number
1601011
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