Eye tracking insights into cognitive modeling

Michael Bartels, S. Marshall
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引用次数: 18

Abstract

The original 2000 AMBR project sought to evaluate how well four human performance models simulated behavior of human participants. Participants and models completed a modified version of an air traffic control task and were compared on the dimensions of performance, reaction time and subjective workload ratings. The current study replicated the human performance findings of the previous phase of AMBR and added eye tracking analysis to enhance understanding of participants' behavior. Examination of gaze position and patterns of eye movement provided evidence that participants adopted different visual strategies to complete the task in different display conditions and at different levels of demand. Applicability of eye tracking analyses to cognitive models is discussed.
眼动追踪对认知建模的洞察
最初的2000年AMBR项目试图评估四种人类表现模型对人类参与者行为的模拟程度。参与者和模型完成了一个修改版本的空中交通管制任务,并在表现、反应时间和主观工作量评分方面进行了比较。目前的研究重复了AMBR前一阶段的人类表现结果,并增加了眼动追踪分析,以加强对参与者行为的理解。注视位置和眼球运动模式的研究表明,在不同的显示条件和不同的需求水平下,被试采用不同的视觉策略来完成任务。讨论了眼动追踪分析在认知模型中的适用性。
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