利用生物传感器研究暴露于情绪刺激时生理反应的内部一致性

E. Jang, A. Kim, Sang-Hyebo Kim, H. Yu, J. Sohn
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引用次数: 1

摘要

在生物医学工程应用中,利用生物传感器进行心理/身体健康监测是近年来备受关注的问题,因为生物信号的非侵入性采集相对简单,而且生物信号对社会/文化差异的敏感性较低。特别是,虽然已知它们与人类情绪状态有显著的相关性,但各种情绪的信号是否稳定仍然是未知的。在这项研究中,我们通过重复10次的实验,检验了快乐、悲伤、愤怒、恐惧、厌恶和惊讶这六种基本情绪引起的生理反应的一致性。12名大学生被试参加了这个实验。在情绪诱导方面,选取60种不同的情绪刺激进行先导实验。心率(HR)、皮肤电导水平(SCL)、平均皮肤温度(meanSKT)和平均光体积脉搏波(meanPPG)在刺激呈现前作为基线和在刺激呈现期间作为情绪状态进行测量。结果表明,与基线相比,在10次重复实验中,情绪状态下的生理反应是稳定和一致的。特别是,我们可以确定生理特征,如SCL, HR和PPG是非常可靠的。我们的研究结果表明,无论各种刺激如何,六种情绪的生物信号都是一致的。这意味着生理反应是可靠的,生物传感器是情感识别的有用工具。
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Internal Consistency of Physiological Responses during Exposure to Emotional Stimuli using Biosensors
In biomedical engineering application, mental/physical health monitoring using biosensors has been lately noticed because bio-signal acquisition by non-invasive sensors is relatively simple as well as bio-signal is less sensitive to social/cultural difference. In particular, although it is known that they are significantly correlated with human emotional state, whether the signals by various emotions are stable remains unknown. In this study, we examined the consistency of physiological responses induced by six basic emotions, happiness, sadness, anger, fear, disgust and surprise using an experiment that was repeated 10 times. Twelve college subjects participated in this experiment. For emotion induction, sixty different emotional stimuli were selected in a pilot experiment. Heart Rate (HR), Skin Conductance Level (SCL), mean of Skin Temperature (meanSKT), and mean of Photoplethysmograph (meanPPG) were measured before the presentation of stimuli as a baseline and during the presentation of the stimuli as emotional state. The results showed that physiological responses during emotional states for the 10 times the experiment was repeated were stable and consistent compared to the baseline. In particular, we could identify that physiological features such as SCL, HR, and PPG are very reliable. Our results suggest that bio-signals by six emotions are consistent over time regardless of various stimuli. This means that physiological responses are reliable and biosensors are useful tool for emotion recognition.
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