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Modeling air traffic controllers decision making processes with relational complexity network
Zhang, JY (Zhang, Jingyu); Ren, JR (Ren, Jinrui); Wu, CX (Wu, Changxu)
第一作者Zhang, JY (Zhang, Jingyu)
2014
会议名称IEEE 17th International Conference on Intelligent Transportation Systems (ITSC)
通讯作者邮箱zhangjingyu@psych.ac.cn
会议录名称2014 IEEE 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)
期号不详
页码2663-2668
会议日期OCT 08-11, 2014
会议地点Qingdao, PEOPLES R CHINA
摘要

Quantifying the link between aircraft interaction complexity and the decision making process of air traffic controllers can help developing sound cognitive models and effective intelligent supportive tools. In this paper, we introduced a new relational complexity network framework derived from network theory and cognitive mechanisms to explain some key aspects in the decisional processes of air traffic control tasks. In the validating experiment, we manipulated different aircraft interaction patterns and found that controllers' workload ranking, conflict detection rate, intervention decision and task completion time were significantly influenced by positions of single aircraft or aircraft pairs in the relational complexity network. Theoretical and practical contributions are discussed.

关键词Relational Complexity Network Decision Making Air Traffic Control Cognitive Modeling Workload
语种英语
文献类型会议论文
条目标识符http://ir.psych.ac.cn/handle/311026/26520
专题中国科学院行为科学重点实验室
作者单位1.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci
2.Beijing Normal Univ, Dept Psychol
3.SUNY Buffalo, Dept Ind Engn
推荐引用方式
GB/T 7714
Zhang, JY ,Ren, JR ,Wu, CX . Modeling air traffic controllers decision making processes with relational complexity network[C],2014:2663-2668.
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