• DocumentCode
    264921
  • Title

    Using Fuzzy Cognitive Maps to Analyze the Information Processing Model of Situation Awareness

  • Author

    Guohua Jiang ; Zhiqiang Tian ; Ting Jiang

  • Author_Institution
    Astronaut Sci. Res. Train Center of China, Nat. Key Lab. of Human Factors Eng., Beijing, China
  • Volume
    1
  • fYear
    2014
  • fDate
    26-27 Aug. 2014
  • Firstpage
    245
  • Lastpage
    248
  • Abstract
    Situation Awareness (SA) is a vital factor in man-machine systems. In the classic information processing model of SA, the elements within human cognition, system properties and SA-judgement itself effect with each other, which makes the SA a complicated system. In order to research SA in a comprehensive way, the approach of Fuzzy Cognitive Maps(FCM) is used to remodel and analyze it. Through standard interviews, related concepts are found and the SA-FCM model is structured. An adjacent matrix is created by exploring the inference mechanism of concepts and their casual relations in the graph model. Several properties of the SA system can be dug with matrix theories. And how to achieve an expected SA performance by changing the factor of HCI design is discussed. The methodology and further results of this paper will benefit the related areas in human-machine systems, especially HCI design, operators training and automation level set-up.
  • Keywords
    cognition; fuzzy set theory; graph theory; human computer interaction; inference mechanisms; man-machine systems; matrix algebra; HCI design; SA performance; SA system; SA-FCM model; SA-judgement; adjacent matrix; casual relations; fuzzy cognitive maps; graph model; human cognition; inference mechanism; information processing model; man-machine systems; matrix theories; situation awareness; system properties; Analytical models; Biological system modeling; Cognition; Fuzzy cognitive maps; Human computer interaction; Information processing; Interviews; Fuzzy Cognitive Maps; Situation Awareness; human-machines system; modeling and simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2014 Sixth International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4799-4956-4
  • Type

    conf

  • DOI
    10.1109/IHMSC.2014.67
  • Filename
    6917350