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
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