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通过眼动的注视相关信息评估感知负荷和认知负荷。

Assessing Perceptual Load and Cognitive Load by Fixation-Related Information of Eye Movements.

机构信息

Department of Psychology, College of Science, National Taiwan University, Taipei 10617, Taiwan.

Department of Electrical Engineering, National Taiwan University, Taipei 10617, Taiwan.

出版信息

Sensors (Basel). 2022 Feb 4;22(3):1187. doi: 10.3390/s22031187.

Abstract

Assessing mental workload is imperative for avoiding unintended negative consequences in critical situations such as driving and piloting. To evaluate mental workload, measures of eye movements have been adopted, but unequivocal results remain elusive, especially those related to fixation-related parameters. We aimed to resolve the discrepancy of previous results by differentiating two kinds of mental workload (perceptual load and cognitive load) and manipulated them independently using a modified video game. We found opposite effects of the two kinds of mental workload on fixation-related parameters: shorter fixation durations and more fixations when participants played an episode with high (vs. low) perceptual load, and longer fixation durations and fewer fixations when they played an episode with high (vs. low) cognitive load. Such opposite effects were in line with the load theory and demonstrated that fixation-related parameters can be used to index mental workload at different (perceptual and cognitive) stages of mental processing.

摘要

评估精神工作负荷对于避免驾驶和领航等关键情况下的意外负面后果至关重要。为了评估精神工作负荷,已经采用了眼动测量方法,但仍难以得出明确的结果,特别是与注视相关参数的结果。我们旨在通过区分两种精神工作负荷(感知负荷和认知负荷)并使用修改后的视频游戏独立地操纵它们来解决先前结果的差异。我们发现两种精神工作负荷对注视相关参数有相反的影响:当参与者玩高(低)感知负荷的情节时,注视持续时间更短,注视次数更多,而当他们玩高(低)认知负荷的情节时,注视持续时间更长,注视次数更少。这种相反的影响符合负荷理论,并表明注视相关参数可用于在精神处理的不同(感知和认知)阶段指标精神工作负荷。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f43c/8839381/c71e3b7792da/sensors-22-01187-g001.jpg

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