个性特征如何调节现实世界的凝视行为? 生成的凝视数据显示了取决于情况的调制
Jumpei Yamashita1,2, Yoshiaki Takimoto3, Haruo Oishi1
1NTT Access Network Service Systems Laboratories, Nippon Telegraph and Telephone Corporation, Tokyo, Japan.
Frontiers in psychology
|January 25, 2024
概括
这项研究引入了一种新的方法来分析个性特征如何影响现实世界工作中的目光行为. 该方法成功地将人格效应与个人属性分开,揭示了开放性如何影响任务期间的头部和眼睛运动.
科学领域:
- 心理学 心理学 心理学
- 人与计算机的交互
- 行为科学 行为科学
背景情况:
- 人格特征在理论上影响现实世界的视线行为.
- 之前的研究面临的挑战是将人格影响与混的个人属性和受控环境隔离起来.
- 现有的方法难以分析现实世界的凝视调制,因为混合的个体属性和个性特征.
研究的目的:
- 开发一种用于生成传感器数据的方法,将人格特征与视线行为中的个体属性分开.
- 为了评估这种生成数据的有效性,用于分析现实世界的目光个性调制.
- 调查特定的个性特征,如开放性,如何在不同的工作任务中系统调节目光模式.
主要方法:
- 开发了一种新的方法来生成头部和眼睛运动传感器数据,用于参与者执行现实的工作任务 (数据输入和对话).
- 在生成的目光数据中,将人格特征的影响与个人属性 (年龄,性别,噪音) 分开.
- 分析了传感器数据的自相关系数,以识别人格特征的系统调制.
主要成果:
- 成功生成了现实的目光行为数据,隔离了人格效应.
- 证明开放性在数据输入和对话任务中系统调节头部和眼睛运动的自相关系数.
- 在开放度调制中观察到任务特定的差异,由于属性污染,这些差异在真实传感器数据中被掩盖了.
结论:
- 提出的方法有效地产生了视线行为数据,将个性特征的影响与个体属性隔离开来.
- 这种方法可以检测理论上预测的,具体情况的真实世界目光行为的个性调制.
- 这些发现突显了这种方法在实际环境中提高我们对人格对人类行为影响的理解的潜力.
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