Study on association between user's personality and individual characteristic of left prefrontal pole EEG activity

Shin Ichi Ito, Yasue Mitsukura, Katsuya Sato, Shoichiro Fujisawa, Minoru Fukumi

研究成果: Conference contribution

抜粋

This paper introduces a method for discussing the association between human personality based on egogram scores and the results of classifying the electroencephalogram (EEG) patterns while listening to the music. The egogram based on psychological testing is used for analyzing his/her personality. The frequencies of the EEG analyzed are the components that contain significant and immaterial information and have different importance. We express the different importance through the weight value on frequencies using real-coded genetic algorithm. Then, the EEG patterns, which are determined based on the evaluation of the impression on the music, are classified using the k-nearest neighbor method. Finally, we discuss the association between his/her personality and the individual characteristic in the EEG analysis. An interesting tendency was that the false-detection accuracy of the EEG pattern, meaning the response on negative stimuli, did not become low when the score and level on ego states of Adult was extreme.

元の言語English
ホスト出版物のタイトルProceedings - 2010 6th International Conference on Natural Computation, ICNC 2010
ページ2163-2166
ページ数4
DOI
出版物ステータスPublished - 2010 11 15
外部発表Yes
イベント2010 6th International Conference on Natural Computation, ICNC'10 - Yantai, Shandong, China
継続期間: 2010 8 102010 8 12

出版物シリーズ

名前Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010
4

Other

Other2010 6th International Conference on Natural Computation, ICNC'10
China
Yantai, Shandong
期間10/8/1010/8/12

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Biomedical Engineering

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  • これを引用

    Ito, S. I., Mitsukura, Y., Sato, K., Fujisawa, S., & Fukumi, M. (2010). Study on association between user's personality and individual characteristic of left prefrontal pole EEG activity. : Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010 (pp. 2163-2166). [5583963] (Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010; 巻数 4). https://doi.org/10.1109/ICNC.2010.5583963