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Development of a learning environment that assists students' knowledge construction with 'graph of microworlds' and enhanced explanation generator

Research Project

Project/Area Number 26280127
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
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) 平嶋 宗  広島大学, 工学(系)研究科(研究院), 教授 (10238355)
東本 崇仁  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, Department of Electrical Engineering and Computer Science, Professor
Gentner Dedre  Northwestern University, Department of Psychology, Professor
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥12,740,000 (Direct Cost: ¥9,800,000、Indirect Cost: ¥2,940,000)
Fiscal Year 2016: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2015: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2014: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywords知的学習支援システム / 科学教育 / 問題系列化 / 説明生成 / 知識工学 / 問題演習 / 国際情報交換
Outline of Final Research Achievements

For promoting students’ conceptual understanding of mechanics, a system was developed and empirically evaluated that adaptively sequences problems and explains the difference between them with a framework for indexing physical models based on their assumptions. We (1) systematized the concepts for explanation, (2) implemented an explanation generator and integrated it into the previously developed system that can adaptively sequence problems, and (3) validated its effectiveness in learning mechanics and analyzed students’ learning process through experiments. Consequently, this research clarified the fact that explanations by the system promoted students’ conceptual understanding, and the cognitive model about the factors that promote students’ learning under various conditions.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (23 results)

All 2017 2016 2015 2014 Other

All Int'l Joint Research (2 results) Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 3 results) Presentation (15 results) (of which Int'l Joint Research: 3 results)

  • [Int'l Joint Research] Northwestern大学/Dept. of Elec. Eng. and Comp. Sci./Dept. of Psychology(米国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Northwestern University(米国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Design and Development of Multi Viewpoints Error-Based Simulation and Experimental Evaluation2016

    • Author(s)
      山田敦士, 篠原智哉, 堀口知也, 林雄介, 平嶋宗
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J99-D Issue: 12 Pages: 1158-1161

    • DOI

      10.14923/transinfj.2016JDL8008

    • NAID

      120006466708

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2016-12-01
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Causality-Compliant Theory of Force and Motion2016

    • Author(s)
      溝口理一郎, 平嶋宗, 堀口知也
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 31 Issue: 4 Pages: A-F44_1-13

    • DOI

      10.1527/tjsai.A-F44

    • NAID

      130005259549

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2016-07-01
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experimental Use of Error-based Simulation for Force on Moving Object in Science Class at Junior High School2016

    • 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
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J99-D Issue: 4 Pages: 439-451

    • DOI

      10.14923/transinfj.2015JDP7058

    • NAID

      120006466707

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2016-04-01
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [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 Issue: 1

    • DOI

      10.1007/s41039-015-0002-4

    • 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 Annual Research 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 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] モデリング学習環境におけるモデルの構造レベル及び振る舞いレベルの支援比較2017

    • Author(s)
      益田哲宏, 堀口知也
    • Organizer
      第79回人工知能学会先進的学習科学と工学研究会
    • Place of Presentation
      花びしホテル(北海道函館市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] モデリング学習環境におけるモデルの差異検出機能とその評価2016

    • Author(s)
      益田哲宏, 堀口知也
    • Organizer
      第30回人工知能学会全国大会
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-06-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] 自己調整活動の経験型支援システムの設計・開発 -単純化方略を用いた行き詰まりの自己克服を対象として-2016

    • Author(s)
      津守庸平, 林直也, 篠原智哉, 山元翔, 堀口知也, 林雄介, 平嶋宗
    • Organizer
      2016年度人工知能学会第30回全国大会
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-06-06
    • Related Report
      2016 Annual Research Report
  • [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
      公立はこだて未来大学, 北海道函館市
    • Year and Date
      2015-05-30 – 2015-06-02
    • Related Report
      2014 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
      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] 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 – 2015-03-06
    • Related Report
      2014 Annual Research 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 – 2014-12-04
    • Related Report
      2014 Annual Research 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 – 2014-12-04
    • Related Report
      2014 Annual Research 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 – 2014-12-04
    • Related Report
      2014 Annual Research Report

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Published: 2014-04-04   Modified: 2022-02-16  

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