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The Analysis of the learning process through 'thought experiment' in model-building learning environment and the development of the methodology of its practical use

Research Project

Project/Area Number 26540181
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Learning support system
Research InstitutionKobe University

Principal Investigator

Horiguchi Tomoya  神戸大学, 海事科学研究科(研究院), 教授 (00294257)

Co-Investigator(Kenkyū-buntansha) HIRASHIMA Tsukasa  広島大学, 大学院工学研究科, 教授 (10238355)
TOMOTO Takahito  東京工芸大学, 工学部, 助教 (10508435)
Research Collaborator IMAI Isao  千葉市立花園中学校, 教頭
Forbus Kenneth D.  Northwestern University, Professor
Gentner Dedre  Northwestern University, Professor
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords知的学習支援システム / 科学教育 / モデリング / シミュレーション / 知識工学 / 国際情報交換
Outline of Final Research Achievements

The purpose of this research is to clarify the learning process through 'thought experiment' in model-building learning environment (MBE) and to formulate the methodology of its practical use. The MBE we developed can calculate even the models with constraint violation by using non-monotonic reasoning technique, and explain the physical meaning of the behavior. Therefore, students can freely express their hypotheses as models and observe what happens with appropriate explanation. In this research, we improved the interface and other functions of the MBL and developed teaching materials to conduct an experiment in which university students tried to made models of physical systems. Based on the collected data, we successfully formulated the cognitive model of learning through 'thought experiment' and the methodology of its practical use.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (16 results)

All 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (12 results) (of which Int'l Joint Research: 3 results)

  • [Int'l Joint Research] Northwestern University(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] A Framework of Generating Explanation for Conceptual Understanding based on 'Semantics of Constraints'2015

    • Author(s)
      Horiguchi, T., Toumoto, T. & Hirashima, T.
    • Journal Title

      Research and Practice in Technology Enhanced Learning (Springer)

      Volume: 10

    • NAID

      120005657651

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Framework of Generating Explanation for Conceptual Understanding based on 'Semantics of Constraints'2015

    • Author(s)
      Horiguchi, T., Toumoto, T. & Hirashima, T.
    • Journal Title

      Research and Practice in Technology Enhanced Learning

      Volume: accepted

    • NAID

      120005657651

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Error-Based Simulation for Error-Awareness in Learning Mechanics: An Evaluation2014

    • Author(s)
      Horiguchi, T., Imai, I., Toumoto, T. & Hirashima, T.
    • Journal Title

      Journal of Educational Technology & Society

      Volume: 17 Pages: 1-13

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 物体にはたらく力・加速度・速度の関連付けのためのError-Based Simulation2016

    • Author(s)
      山田敦士, 安田健汰, 篠原智哉, 山元翔, 堀口知也, 林雄介, 平嶋宗
    • Organizer
      人工知能学会第76回先進的学習科学と工学研究会(SIG-ALST)
    • Place of Presentation
      かんぽの宿有馬, 兵庫県神戸市
    • Year and Date
      2016-03-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Error-Based Simulationを用いた力学演習におけるモニタリングツールの設計・開発2016

    • Author(s)
      安田健汰, 山田敦士, 篠原智哉, 山元翔, 堀口知也, 林雄介, 平嶋宗
    • Organizer
      2015年度JSiSE学生研究発表会
    • Place of Presentation
      広島市立大学サテライトキャンパス, 広島県広島市
    • Year and Date
      2016-02-29
    • Related Report
      2015 Annual Research Report
  • [Presentation] Experimental Evaluation of Error-Based Simulation for Dynamics 265 Problems in Science Class at Junior High School2015

    • Author(s)
      Shinohara, T., Imai, I., Tomoto, T., Horiguchi, T., Yamada, A., Yamamoto, S., Hayashi, Y. & Hirashima, T.
    • Organizer
      Workshop of 23rd International Conference on Computers in Education (ICCE2015)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-11-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Experimental Use of Error-Based Simulation for Dynamics Problems in National Institutes of Technology2015

    • Author(s)
      Shinohara, T., Tomoto, T., Horiguchi, T., Yamada, A., Yamamoto, S., Hayashi, Y. & Hirashima, T.
    • Organizer
      WIPP of 23rd International Conference on Computers in Education (ICCE2015)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-11-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 運動系における力の把握の促進を目指したError-based Simulationとその評価実験2015

    • Author(s)
      篠原智哉, 東本崇仁, 堀口知也, 山田敦士, 林雄介, 平嶋宗
    • Organizer
      2015年度教育システム情報学会第40回全国大会(JSiSE2015)
    • Place of Presentation
      徳島大学常三島キャンパス, 徳島県徳島市
    • Year and Date
      2015-09-01
    • Related Report
      2015 Annual Research Report
  • [Presentation] The Effect of Problem Sequence on Students' Conceptual Understanding in Physics2015

    • Author(s)
      Horiguchi, T., Tomoto, T. & Hirashima, T.
    • Organizer
      17th International Conference on Human-Computer Interaction (HCI International 2015)
    • Place of Presentation
      Los Angeles, CA, USA
    • Year and Date
      2015-08-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 人間の素朴な因果理解に準拠した汎用運動シミュレータ2015

    • Author(s)
      堀口知也, 平嶋宗, 溝口理一郎
    • Organizer
      第29回人工知能学会全国大会
    • Place of Presentation
      はこだて未来大学, 北海道函館市
    • Year and Date
      2015-05-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 人間の素朴な因果理解に準拠した汎用運動シミュレータ2015

    • Author(s)
      堀口知也, 平嶋宗, 溝口理一郎
    • Organizer
      第29回人工知能学会全国大会
    • Place of Presentation
      公立はこだて未来大学, 北海道函館市
    • Year and Date
      2015-05-30
    • Related Report
      2014 Research-status Report
  • [Presentation] 力と運動に関する誤概念の修正を目的としたError-based Simulationの開発と中学校での実践的利用2015

    • Author(s)
      篠原智哉, 今井功, 東本崇仁, 堀口知也, 山田敦士, 山元翔, 林雄介, 平嶋宗
    • Organizer
      第73回人工知能学会先進的学習科学と工学研究会
    • Place of Presentation
      湯の風HAZU, 愛知県新城市
    • Year and Date
      2015-03-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Structured Explanation Generation for Conceptual Understanding in Physics2014

    • Author(s)
      Horiguchi, T., Tomoto, T. & Hirashima, T.
    • Organizer
      22nd International Conference on Computers in Education
    • Place of Presentation
      Nara Prefectural New Public Hall, Nara, Nara
    • Year and Date
      2014-11-30
    • Related Report
      2014 Research-status Report
  • [Presentation] A Framework of Generating Explanation for Conceptual Understanding based on 'Semantics of Constraints'2014

    • Author(s)
      Horiguchi, T., Tomoto, T. & Hirashima, T.
    • Organizer
      22nd International Conference on Computers in Education
    • Place of Presentation
      Nara Prefectural New Public Hall, Nara, Nara
    • Year and Date
      2014-11-30
    • Related Report
      2014 Research-status Report
  • [Presentation] Scaffolding for Self-overcoming of Impasse by Using Problem Simplification2014

    • Author(s)
      Hayashi, N., Shinohara, T., Yamamoto, S., Hayashi, Y., Horiguchi, T. & Hirashima, T.
    • Organizer
      22nd International Conference on Computers in Education
    • Place of Presentation
      Nara Prefectural New Public Hall, Nara, Nara
    • Year and Date
      2014-11-30
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2022-01-27  

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