Emotion Recognition With Knowledge Graph Based on Electrodermal Activity

• Published in: Frontiers in neuroscience Vol. 16; p. 911767
• Main Authors: Perry Fordson, Hayford, Xing, Xiaofen, Guo, Kailing, Xu, Xiangmin
• Format: Journal Article
• Language: English
• Published: Lausanne Frontiers Research Foundation 09.06.2022; Frontiers Media S.A
• Subjects: affective computing; Age; Algorithms; Arousal; Cognitive ability; Deep learning; electrodermal activity; Embedding; emotion recognition; Emotions; Gender; Knowledge; knowledge graph; MLP; Neural networks; Neuroscience; Physiology; Skin; Statistics

Electrodermal activity (EDA) sensor is emerging non-invasive equipment in affect detection research, which is used to measure electrical activities of the skin. Knowledge graphs are an effective way to learn representation from data. However, few studies analyzed the effect of knowledge-related grap...