根据一个人的姿势参数来评估一个人的情绪状态
Yulia Shichkina1, Olga Bureneva1, Evgenii Salaurov1
1Department of Computer Science and Engineering, Saint Petersburg Electrotechnical University "LETI", 197022 Saint Petersburg, Russia.
Sensors (Basel, Switzerland)
|July 8, 2023
概括
这项研究揭示了使用新型传感器扶手椅的坐姿和情绪状态之间的联系. 由于传感器响应的个体变化,需要个性化数字姿势模型.
科学领域:
- 生物医学工程 生物医学工程
- 心理生理学 心理生理学
- 人与计算机的交互
背景情况:
- 评估人类情绪状态和身体姿势之间的联系对于理解幸福至关重要.
- 现有的姿势分析方法可能无法捕捉与情绪波动的动态关系.
研究的目的:
- 为了研究一个人的情绪状态和他们的坐姿之间的相关性.
- 开发和验证一个硬件软件系统,用于客观的姿势评估.
主要方法:
- 开发了一种新的硬件和软件系统,其中包括一个配备张力计的腰部测量扶手椅.
- 使用开发的系统评估坐姿特征.
- 传感器读数与自我报告或观察到的情绪状态之间的相关性分析.
主要成果:
- 在特定的传感器读数和不同的情绪状态之间发现了显著的相关性.
- 对于特定的情绪状态,某些传感器组始终被激活.
- 传感器激活模式的个体变化需要个性化的数字姿势模型.
结论:
- 开发的系统证明了客观地将情绪状态与坐姿联系在一起的可行性.
- 个性化的数字姿势模型对于准确解释姿势-情绪相关性至关重要.
- 潜在的应用包括医疗诊断,康复和监测高心理情绪负载的个体.
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