Association rules on relationships between learner’s physiological information and mental states during learning process

Kazuma Takehana, Tatsunori Matsui

    研究成果: Conference contribution

    2 引用 (Scopus)

    抜粋

    In order to improve the efficiency of teaching and learning, it is very important to grasp learners’ mental states during their learning processes. In this study, we attempt to extract and formalize the relationships between learners’ mental states and learners’ physiological information complemented with teachers’ speech acts using the association rule mining technique through an experiment. As a result, four sets of association rules with high degrees of generality are obtained.

    元の言語English
    ホスト出版物のタイトルHuman Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings
    出版者Springer Verlag
    ページ209-219
    ページ数11
    9735
    ISBN(印刷物)9783319403960
    DOI
    出版物ステータスPublished - 2016
    イベント18th International Conference on Human-Computer Interaction, HCI International 2016 - Toronto, Canada
    継続期間: 2016 7 172016 7 22

    出版物シリーズ

    名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    9735
    ISSN(印刷物)03029743
    ISSN(電子版)16113349

    Other

    Other18th International Conference on Human-Computer Interaction, HCI International 2016
    Canada
    Toronto
    期間16/7/1716/7/22

    ASJC Scopus subject areas

    • Computer Science(all)
    • Theoretical Computer Science

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  • これを引用

    Takehana, K., & Matsui, T. (2016). Association rules on relationships between learner’s physiological information and mental states during learning process. : Human Interface and the Management of Information: Applications and Services - 18th International Conference, HCI International 2016, Proceedings (巻 9735, pp. 209-219). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 9735). Springer Verlag. https://doi.org/10.1007/978-3-319-40397-7_21