DocumentCode :
2755961
Title :
Visualising Fuzzy Cognitive Maps
Author :
Miao, Yuan
Author_Institution :
Sch. of Eng. & Sci., Victoria Univ., Melbourne, VIC, Australia
fYear :
2012
fDate :
10-15 June 2012
Firstpage :
1
Lastpage :
8
Abstract :
Visualised presentation of cognitive model can greatly promote the easy comprehension of the model, leading to the wide application of Fuzzy Cognitive Maps (FCM). This paper improves the visualisation of FCM from normal weighted digraph to graphs that can differentiate the strength of causal linkage and the strength of the concepts. The advantage of the new model is apparently illustrated through comparing the new model with the existing ones for the FCMs in the recent literature. The visualised FCM is also applied in word cloud analysis on text term frequency presentation, which improves the knowledge modeling through presenting the key linkage among text terms.
Keywords :
cognitive systems; data visualisation; directed graphs; fuzzy set theory; text analysis; causal linkage; cognitive model; fuzzy cognitive maps; knowledge modeling; normal weighted digraph; text term frequency presentation; visualised presentation; word cloud analysis; Cloud computing; Cognition; Couplings; Economic indicators; Humans; Investments; Visualization; Fuzzy Cognitive Map; Visualisation; Word Cloud;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
Conference_Location :
Brisbane, QLD
ISSN :
1098-7584
Print_ISBN :
978-1-4673-1507-4
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZ-IEEE.2012.6251353
Filename :
6251353
Link To Document :
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