Fuzzy Cognitive Map Application for Real Environment using Concept Template

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.