Preliminary Reaction Analysis of Audience with Bio-Emotion Estimation Method

Midori Sugaya, Takuya Hiramatsu, Reiji Yoshida, Feng Chen

研究成果: Conference contribution

抜粋

This study is to propose an analytical technique and evaluation measures effective for investigations of emotion estimation by using biological information. For conducting investigations to analyze atmosphere and emotions by corresponding biological information with a Russell's circumplex model, any of analytical techniques or evaluation measures are not established and therefore are used with uncertain effectiveness. In this study, we propose a novel technique using vector decomposition, while a reported study proposed a technique using the ratio of distances analysis, for emotion estimation on the basis of 8 emotion classifications by using 2 different types of biological information including an electroencephalogram and pulse rate, in which a point of emotion is classified on a circumplex model corresponding to a two-dimensional coordinate. Also, to validate the effectiveness, we analyzed audience's emotions responded to a show initially motivating us to investigate. We demonstrated that the evaluation measures could be more effective by validating the evaluation.

元の言語English
ホスト出版物のタイトルProceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018
編集者Claudio Demartini, Sorel Reisman, Ling Liu, Edmundo Tovar, Hiroki Takakura, Ji-Jiang Yang, Chung-Horng Lung, Sheikh Iqbal Ahamed, Kamrul Hasan, Thomas Conte, Motonori Nakamura, Zhiyong Zhang, Toyokazu Akiyama, William Claycomb, Stelvio Cimato
出版者IEEE Computer Society
ページ601-605
ページ数5
ISBN(電子版)9781538626665
DOI
出版物ステータスPublished - 2018 6 8
イベント42nd IEEE Computer Software and Applications Conference, COMPSAC 2018 - Tokyo, Japan
継続期間: 2018 7 232018 7 27

出版物シリーズ

名前Proceedings - International Computer Software and Applications Conference
2
ISSN(印刷物)0730-3157

Other

Other42nd IEEE Computer Software and Applications Conference, COMPSAC 2018
Japan
Tokyo
期間18/7/2318/7/27

ASJC Scopus subject areas

  • Software
  • Computer Science Applications

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  • これを引用

    Sugaya, M., Hiramatsu, T., Yoshida, R., & Chen, F. (2018). Preliminary Reaction Analysis of Audience with Bio-Emotion Estimation Method. : C. Demartini, S. Reisman, L. Liu, E. Tovar, H. Takakura, J-J. Yang, C-H. Lung, S. I. Ahamed, K. Hasan, T. Conte, M. Nakamura, Z. Zhang, T. Akiyama, W. Claycomb, & S. Cimato (版), Proceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018 (pp. 601-605). [8377931] (Proceedings - International Computer Software and Applications Conference; 巻数 2). IEEE Computer Society. https://doi.org/10.1109/COMPSAC.2018.10303