A study for exploration of relationships between behaviors and mental states of learners for an automatic estimation system

Yuki Horiguchi, Kazuaki Kojima, Tatsunori Matsui

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)

    Abstract

    It is an important task to implement an e-learning system that can automatically detect changes of learners' mental states by observing their behaviors in learning activities. In this study, we conducted an experiment to explore relationships between mental states and behaviors of a learner on our experimental tools designed along with an assumption of a learning environment with an e-learning system. We focused on mouse and face movements as the behaviors. The results of the experiment revealed some features about the behaviors and the mental states.

    Original languageEnglish
    Title of host publicationProceedings of the 17th International Conference on Computers in Education, ICCE 2009
    Pages173-175
    Number of pages3
    Publication statusPublished - 2009
    Event17th International Conference on Computers in Education, ICCE 2009 - Hong Kong
    Duration: 2009 Nov 302009 Dec 4

    Other

    Other17th International Conference on Computers in Education, ICCE 2009
    CityHong Kong
    Period09/11/3009/12/4

    Fingerprint

    Learning systems
    electronic learning
    Experiments
    experiment
    learning environment
    learning

    Keywords

    • Automatic estimation
    • E-leaning system
    • Mental states

    ASJC Scopus subject areas

    • Computer Science (miscellaneous)
    • Education

    Cite this

    Horiguchi, Y., Kojima, K., & Matsui, T. (2009). A study for exploration of relationships between behaviors and mental states of learners for an automatic estimation system. In Proceedings of the 17th International Conference on Computers in Education, ICCE 2009 (pp. 173-175)

    A study for exploration of relationships between behaviors and mental states of learners for an automatic estimation system. / Horiguchi, Yuki; Kojima, Kazuaki; Matsui, Tatsunori.

    Proceedings of the 17th International Conference on Computers in Education, ICCE 2009. 2009. p. 173-175.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Horiguchi, Y, Kojima, K & Matsui, T 2009, A study for exploration of relationships between behaviors and mental states of learners for an automatic estimation system. in Proceedings of the 17th International Conference on Computers in Education, ICCE 2009. pp. 173-175, 17th International Conference on Computers in Education, ICCE 2009, Hong Kong, 09/11/30.
    Horiguchi Y, Kojima K, Matsui T. A study for exploration of relationships between behaviors and mental states of learners for an automatic estimation system. In Proceedings of the 17th International Conference on Computers in Education, ICCE 2009. 2009. p. 173-175
    Horiguchi, Yuki ; Kojima, Kazuaki ; Matsui, Tatsunori. / A study for exploration of relationships between behaviors and mental states of learners for an automatic estimation system. Proceedings of the 17th International Conference on Computers in Education, ICCE 2009. 2009. pp. 173-175
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