Conference Proceeding

A hybrid system combining intuitionistic fuzzy description logics with intuitionistic fuzzy logic programs

08/2011; DOI:10.1109/FSKD.2011.6019517 pp.60 - 64 In proceeding of: Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on, Volume: 1
Source: IEEE Xplore

ABSTRACT In this paper, we present a novel combination of intuitionistic fuzzy Description Logics with intuitionistic fuzzy logic programs, which yields a more realistic and intelligent hybrid system, which offers the best of both aspects: the extension of Description Logics with intuitionistic fuzzy sets are suitable for describing vague and imprecise concepts in a given domain, on the other hand, intuitionistic fuzzy logic programs suffice for rules with vague atoms. We show that the new formalism remains faithful to both individual intuitionistic fuzzy components, and we provide the decidability and complexity of the framework under some suitable assumptions.

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Keywords

decidability
 
faithful
 
imprecise concepts
 
individual intuitionistic fuzzy components
 
intelligent hybrid system
 
intuitionistic fuzzy Description Logics
 
intuitionistic fuzzy logic programs
 
intuitionistic fuzzy sets
 
rules
 
vague atoms