Going with our Guts: Potentials of Wearable Electrogastrography (EGG) for Affect Detection

Angela Vujic, S. Tong, Rosalind W. Picard, P. Maes
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引用次数: 11

Abstract

A hard challenge for wearable systems is to measure differences in emotional valence, i.e. positive and negative affect via physiology. However, the stomach or gastric signal is an unexplored modality that could offer new affective information. We created a wearable device and software to record gastric signals, known as electrogastrography (EGG). An in-laboratory study was conducted to compare EGG with electrodermal activity (EDA) in 33 individuals viewing affective stimuli. We found that negative stimuli attenuate EGG's indicators of parasympathetic activation, or "rest and digest" activity. We compare EGG to the remaining physiological signals and describe implications for affect detection. Further, we introduce how wearable EGG may support future applications in areas as diverse as reducing nausea in virtual reality and helping treat emotion-related eating disorders.
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跟着我们的直觉走:可穿戴式胃电图(EGG)用于情绪检测的潜力
可穿戴系统面临的一个严峻挑战是测量情绪效价的差异,即通过生理学测量积极和消极影响。然而,胃或胃信号是一种未被探索的模式,可以提供新的情感信息。我们创造了一种可穿戴设备和软件来记录胃信号,称为胃电图(EGG)。在实验室研究中,对33名观看情感刺激的个体进行了EGG和皮肤电活动(EDA)的比较。我们发现负刺激减弱了EGG的副交感神经激活指标,或“休息和消化”活动。我们将EGG与其他生理信号进行比较,并描述影响检测的含义。此外,我们还介绍了可穿戴式EGG如何支持未来在虚拟现实中减少恶心和帮助治疗与情绪相关的饮食失调等领域的应用。
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