瞳孔活动指数:测量认知负荷对-à-vis瞳孔振荡任务困难的影响

A. Duchowski, Krzysztof Krejtz, I. Krejtz, Cezary Biele, Anna Niedzielska, P. Kiefer, M. Raubal, I. Giannopoulos
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引用次数: 140

摘要

提出了一种新颖的眼球跟踪测量瞳孔直径振荡频率的方法,以捕获被认为是认知负荷的指标。在一项实验中,参与者在注视中心目标(重复先前工作的要求)的同时执行简单和困难的心算任务,被称为瞳孔活动指数(Index of Pupillary Activity),该指标被证明可以区分任务难度与认知负荷(如果隐含因果关系可以假设)。该论文的贡献是双重的:提供了完整的文档来计算拟议的测量,可以被认为是现有专有的认知活动指数(ICA)的替代方案。因此,研究人员有可能复制实验并构建自己的软件来实现这种测量。其次,ICA的几个方面以一种对数据更敏感的方式进行处理,目的是提高测量的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Index of Pupillary Activity: Measuring Cognitive Load vis-à-vis Task Difficulty with Pupil Oscillation
A novel eye-tracked measure of the frequency of pupil diameter oscillation is proposed for capturing what is thought to be an indicator of cognitive load. The proposed metric, termed the Index of Pupillary Activity, is shown to discriminate task difficulty vis-a-vis cognitive load (if the implied causality can be assumed) in an experiment where participants performed easy and difficult mental arithmetic tasks while fixating a central target (a requirement for replication of prior work). The paper's contribution is twofold: full documentation is provided for the calculation of the proposed measurement which can be considered as an alternative to the existing proprietary Index of Cognitive Activity (ICA). Thus, it is possible for researchers to replicate the experiment and build their own software which implements this measurement. Second, several aspects of the ICA are approached in a more data-sensitive way with the goal of improving the measurement's performance.
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