Fuzzy Cognitive Map Application for Real Environment using Concept Template

URI http://harp.lib.hiroshima-u.ac.jp/hiroshima-cu/metadata/5979
File
Title
Fuzzy Cognitive Map Application for Real Environment using Concept Template
Author
氏名 MERA Kazuya
ヨミ メラ カズヤ
別名 目良 和也
氏名 ICHIMURA Takumi
ヨミ イチムラ タクミ
別名 市村 匠
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.

Journal Title
2006 IEEE International Conference on Systems, Man and Cybernetics
Volume
1
Spage
304
Epage
309
Published Date
2006
Publisher
IEEE
ISBN
1424400996
NCID
BA85234138
Language
eng
NIIType
Conference Paper
Text Version
出版社版
Rights
©2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Old URI
Set
hiroshima-cu