Sequential actions as markers of behavioural and cognitive processes: Extracting empirical pathways from data streams of complex tasks
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- 作者：Alvin Vista ; vistaa@unimelb.edu.au" class="auth_mail" title="E-mail the corresponding author ; Nafisa Awwal n.awwal@unimelb.edu.au" class="auth_mail" title="E-mail the corresponding author ; Esther Care e.care@unimelb.edu.au" class="auth_mail" title="E-mail the corresponding author
- 关键词：Directed graph ; Complex task ; Network analysis ; Exploratory analysis ; Data mining ; Network visualisation ; Action sequences
- 刊名：Computers and Education
- 出版年：2016
- 出版时间：January-February 2016
- 年：2016
- 卷：92-93
- 期：Complete
- 页码：15-36
- 全文大小：4028 K
文摘
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An exploratory method to extract information on behavioural and cognitive processes.
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Performance in complex tasks can be systematically measured and analysed.
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Behavioural indicators are visualised as a network of directed graph.
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Exploring dominant paths in the network can yield process information.
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