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用于情感诱导的视听虚拟现实:生理反应的数据集
Luz Maria Alonso-Valerdi1, Sharon Ramirez-Lechuga1, David I Ibarra-Zarate2
1Instituto Tecnologico de Estudios Superiores de Monterrey, Av. Eugenio Garza Sada 2501 Sur, Tecnologico, 64849, Monterrey, N.L., Mexico.
Scientific data
|August 8, 2025
概括
这项研究收集了28名成年人的心理和生理数据,这些成年人经历了虚拟现实诱导的快乐和愤怒. 该数据集支持对情感计算和情感识别的研究.
科学领域:
- 情感计算是一种情感计算.
- 人与计算机的交互
- 心理生理学 心理生理学
背景情况:
- 了解人类的情绪反应对于开发直观和响应的人机交互至关重要.
- 虚拟现实 (VR) 为引起和测量情绪状态提供了一个受控的环境.
- 整合心理测量和生理数据提供了对情绪体验的全面了解.
研究的目的:
- 在虚拟环境中,在诱导的情绪状态 (快乐和愤怒) 中呈现心理和生理反应的数据集.
- 促进对情感计算,人机交互和情感识别的研究.
主要方法:
- 收集了28名参与者 (19-27岁) 的人口统计,心理测量 (情绪调节问卷,自我评估人形,EmFacs,Uncanny Valley) 和生理 (EEG,BVP,GSR,皮肤温度) 数据.
- 使用自然森林虚拟现实环境诱导幸福,使用地铁车虚拟现实环境诱导愤怒,通过数字人类传递刺激.
- 在基线和VR沉浸期间记录的生理信号.
主要成果:
- 数据集包括详细的心理测量和生理测量,与VR产生的特定情绪状态 (快乐,愤怒) 相关联.
- 记录了脑电图的变化,血液体积脉冲,电磁皮肤反应和皮肤温度.
- 参与者的反应在不同的情感诱导场景中被捕获.
结论:
- 这一数据集为推进情绪识别和情感计算研究提供了有价值的多式联络数据.
- 它允许在虚拟环境中调查主观情绪体验的生理相关性.
- 这些发现支持开发更复杂的情感感知计算系统.
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