alexa Emotion recognition based on the asymmetric left and right activation
Engineering

Engineering

International Journal of Sensor Networks and Data Communications

Author(s): Kwang Shin Park, Hyun Choi, Kuem Ju Lee, Jae Yun Lee, Kwang Ok An, Eun Ju Kim

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We obtained EEG (electroencephalogram) data from 34 healthy subjects while they were watching emotion-inducing videos and we also developed a real-time emotion monitoring system based on the resulting data. When analyzed from the left and right asymmetric EEG data in each emotion state as compared to the rest state (p<0.1), the alpha wave significantly decreased only at the left temporal lobe for the negative emotion. In particular, the increase of the beta wave was observed only at the left temporal lobe in the fear emotion (p<0.0025), which means inactivation of the left brain. On the other hand, the alpha wave decreased at the C4 in the happy emotion; and in the peaceful state, the gamma wave increased in T5 and the alpha wave decreased in CP5. However, when considering that the number of sample groups was less than seventeen, this result satisfied the independence between the EEG of the frequency band of a certain electrode position of a certain emotion and that of other emotion which is the condition of the emotion recognition algorithm, but it almost does not satisfied the overlap among emotions. However, as this was possible by the additional test, the emotion recognition was considered to be possible. The purpose of the present study; area: systems > emotion was to extract emotion indicators/indices from the EEG signals detected in the human scalp and develop a real-time emotion monitor showing emotional

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This article was published in International Journal of Medicine and Medical Sciences and referenced in International Journal of Sensor Networks and Data Communications

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