Paper Info
Title
Fuzzy Cognitive Map Application for Real Environment using Concept Template
Abstract
In this paper, we develop a FCM using a "concept template" instead of a concrete concept description. The concept template consists of a predicate and the case elements of the predicate, and they are used for both input concept and output concept in relation rules. The input concept templates accept the variation of similar input concepts and the output concept templates are used to generate the content of the output concept based on the content of input concepts. The inference process will be repeated until the concept state reaches convergence. We created 207 concept templates and a weighted matrix to show the relationship between concept templates. When 23 concepts were inputted to our system, 71 concepts were totally activated and the content of all output concepts were generated correctly.
Year
DOI
Venue
2006
10.1109/ICSMC.2006.384399
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference
Keywords
Field
DocType
cognitive systems,fuzzy set theory,fuzzy systems,inference mechanisms,case elements,concept template,fuzzy cognitive map,inference process,predicate,weighted matrix
Concept class,Fuzzy classification,Fuzzy set operations,Computer science,Fuzzy cognitive map,Fuzzy set,Artificial intelligence,Adaptive neuro fuzzy inference system,Fuzzy control system,Fuzzy number,Machine learning
Conference
Volume
ISSN
ISBN
1
1062-922X
1-4244-0100-3
Citations 
PageRank 
References 
0
0.34
2
Authors
2
Name
Order
Citations
PageRank
Kazuya Mera1106.46
Takumi Ichimura212035.31