• 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