DocumentCode :
553029
Title :
A hybrid system combining intuitionistic fuzzy description logics with intuitionistic fuzzy logic programs
Author :
Lian Shi ; Shuai Lu ; Tao Sun ; Dantong Ouyang
Author_Institution :
Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
Volume :
1
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
60
Lastpage :
64
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.
Keywords :
computational complexity; decidability; fuzzy logic; fuzzy set theory; logic programming; intelligent hybrid system; intuitionistic fuzzy components; intuitionistic fuzzy description logics; intuitionistic fuzzy logic programs; intuitionistic fuzzy sets; vague atoms; Complexity theory; Fuzzy sets; Java; Knowledge based systems; Lattices; Ontologies; Semantics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
Type :
conf
DOI :
10.1109/FSKD.2011.6019517
Filename :
6019517
Link To Document :
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