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The development of a learning environment that integrates 'learning by modeling' and 'learning from errors'

Research Project

Project/Area Number 23501107
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
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)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2011: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsモデリング学習環境 / 定性推論 / 誤りへの気づき/修正 / ロバストシミュレータ / 制約の意味論
Research Abstract

We have implemented a model-building learning environment which integrates 'learning through modeling' and 'learning from errors,' and evaluated its effectiveness. Two key technologies are developed: (1) the robust simulator which can calculate the behavior of an erroneous model even if the model includes constraint-violation, and (2) the semantics of constraints which is a systematic description of physical meanings of constraints and provides heuristics for explaining the unnatural behavior of models. These technologies enabled the new model-building learning environment which combines the merits of both 'learning through modeling' and 'learning from errors' pedagogy. A preliminary experiment suggested it is promising in in learning science.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (37 results)

All 2014 2013 2012 2011 Other

All Journal Article (27 results) (of which Peer Reviewed: 27 results) Presentation (7 results) Book (2 results) Remarks (1 results)

  • [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

    • Related Report
      2013 Final 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: 掲載確定

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 誤りの可視化による階層構造の理解を指向したコンセプトマップ構築学習の支援環境2013

    • Author(s)
      東本 崇仁, 今井 功, 堀口 知也, 平嶋 宗
    • Journal Title

      教育システム情報学会誌

      Volume: Vol.30,No.1 Pages: 42-53

    • NAID

      130006728179

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 力学を対象とした問題理解過程の外化環境の設計・開発2013

    • Author(s)
      篠原智哉, 山元翔, 平嶋宗
    • Journal Title

      教育システム情報学会論文誌

      Volume: Vol.30,No.1 Pages: 20-31

    • NAID

      130006728163

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 概念マップの作成を促進するヒントの自動生成とその実験的検証2013

    • Author(s)
      水田曜平, 平嶋宗, 舟生日出男
    • Journal Title

      教育システム情報学会論文誌

      Volume: Vol.30,No.1 Pages: 32-41

    • NAID

      130006728164

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Error Analysis for Tablet User Interface Transfers Based on Operational Knowledge Interference2013

    • Author(s)
      Takata, K., Morikawa K., Hirashima, T
    • Journal Title

      Proc. of HCII2013

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Instantaneous Assessment of Learners' Comprehension for Lecture by using Kit-Build Concept Map System2013

    • Author(s)
      Yoshida, K., Osada, T., Sugihara, K., Nino, Y., Shida, M., Hirashima, T
    • Journal Title

      Proc. of HIMI/HCII2013 Part III (Springer LNCS8018)

      Pages: 175-181

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Learning by Problem-Posing with Online Connected Media Tablets2013

    • Author(s)
      Yamamoto, S., Kanbe, T., Yoshida, Y., Maeda, K., Hirashima, T
    • Journal Title

      Proc. of HIMI/HCII2013 Part III (LNCS 8018)

      Pages: 165-174

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development and Evaluation of a Mobile Search System for Science Experiments to Connect School Knowledge to Common Knowledge2013

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

      Proc. of HCI2013 (Springer LNCS8018)

      Volume: 8018 Pages: 147-156

    • DOI

      10.1007/978-3-642-39226-9_17

    • ISBN
      9783642392252, 9783642392269
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Model-Building Learning Environment with Error-based Simulation2012

    • Author(s)
      Horiguchi, T., Hirashima, T. and Forbus, K.D
    • Journal Title

      Proc. of QR2012

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Model-Building Learning Environment with Explanatory Feedback to Erroneous Models2012

    • Author(s)
      Horiguchi, T., Hirashima, T. and Forbus, K.D
    • Journal Title

      Proc. of ITS2012 (Springer LNCS7315)

      Pages: 620-621

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Error-based Simulation for Learning of Meaning of Class Structure by Concept Mapping2012

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

      Proc. of ICCE2012

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 問題変更演習への近傍選択課題の導入とその実験的評価2012

    • Author(s)
      山元翔, 脇浩美, 平嶋宗
    • Journal Title

      教育システム情報学会論文誌

      Volume: Vol.29,No.4 Pages: 201-206

    • NAID

      130006728694

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 派生問題の自動生成機能の開発とその実験的評価2012

    • Author(s)
      大川内祐介, 上野拓也, 平嶋宗
    • Journal Title

      人工知能学会論文誌

      Volume: Vol.27,No.6 Pages: 391-400

    • NAID

      130001885101

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Case Study of Learning by Problem-Posing in Introductory Phase of Arithmetic Word Problems2012

    • Author(s)
      Yamamoto, S., Kanbe, T., Yoshida, Y., Maeda, K., Hirashima, T
    • Journal Title

      Proc. of ICCE2012

      Pages: 25-32

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Evaluation of Kit-Build Concept Map for Science Classes in an Elementary School2012

    • Author(s)
      Sugihara, K., Osada, T., Nakata, S., Funaoi, H., Hirashima, T
    • Journal Title

      Proc. of ICCE2012

      Pages: 17-24

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Lesson using Interactive Environment for Learning by Problem-Posing in Elementary School Arithmetic2012

    • Author(s)
      Kurayama, M., Murakami, M., Hirashima, T
    • Journal Title

      Proc. of E-LEARN2012

      Pages: 1511-1517

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Implementation of Kit-Build Concept Map with Media Table2012

    • Author(s)
      Sugihara, K., Nino, Y., Moriyama, S., Moriyama, R., Ishida, K., Osada, T., Mizuta, Y., Hirashima, T., Funaoi, H
    • Journal Title

      Proc. of WMUTE2012

      Pages: 325-327

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Preliminary Evaluation of an Intelligent Authoring System for 'Graph of Microworlds'2011

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

      Proc. of ICCE2011

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Error-based Simulation in Dynamics and its Evaluation in Junior High School2011

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

      Proc. of ICCE2011

      Pages: 81-85

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 概念マップ作成方式の違いによる記憶効果の差異の比較2011

    • Author(s)
      舟生日出男, 石田耕平, 福田裕之, 山崎和也, 平嶋宗
    • Journal Title

      日本教育工学会論文誌

      Volume: Vol.35,No.2 Pages: 125-134

    • NAID

      110008761618

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Learning by Problem-Posing for Reverse-Thinking Problems2011

    • Author(s)
      Hirashima, T., Kurayama, M
    • Journal Title

      Proc. of AIED2011

      Pages: 123-130

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Kit-Build Concept Map for Automatic Diagnosis2011

    • Author(s)
      Hirashima, T., Yamasaki, K., Fukuda, H., Funaoi, H
    • Journal Title

      Proc. of AIED2011

      Pages: 466-468

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Diagnosable Concept Map toward Group Formation and Peer Help2011

    • Author(s)
      Hirashima, T., Yamasaki, K., Fukuda, H., Funaoi, H
    • Journal Title

      Proc. of CSCL2011

      Pages: 880-881

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Comparison of Kit-Build and Scratch-Build Concept Mapping Methods on Memory Retention2011

    • Author(s)
      Funaoi, H., Ishida, K., Hirashima, T
    • Journal Title

      Proc. of ICCE2011

      Pages: 539-546

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Kit-Build External Expression of Problem Solving Process in Physics Learning2011

    • Author(s)
      Shinohara, T., Yamamoto, S., Hirashima, T
    • Journal Title

      Proc. of ICCE2011

      Pages: 70-75

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Support for Concept Map Building based on Learner's Building History2011

    • Author(s)
      Mizuta, Y., Hirashima, T., Funaoi, H
    • Journal Title

      Proc. of ICCE2011

      Pages: 76-80

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] モデルの誤りに関する説明能力を持つモデリング学習環境の開発2013

    • Author(s)
      堀口知也, 東本崇仁, 平嶋宗
    • Organizer
      第67回人工知能学会先進的学習科学と工学研究会(ALST-67)
    • Place of Presentation
      高知
    • Year and Date
      2013-03-04
    • Related Report
      2013 Final Research Report
  • [Presentation] モデルの誤りに関する説明能力を持つモデリング学習環境の開発2013

    • Author(s)
      堀口 知也, 東本 崇仁, 平嶋 宗
    • Organizer
      第67回人工知能学会先進的学習科学と工学研究会
    • Place of Presentation
      高知県高知市
    • Related Report
      2012 Research-status Report
  • [Presentation] A Model-Building Learning Environment with Explanatory Feedback to Erroneous Models2012

    • Author(s)
      Horiguchi, T., Hirashima, T. and Forbus, K.D.
    • Organizer
      11th International Conference on Intelligent Tutoring Systems
    • Place of Presentation
      Chania, Greece
    • Related Report
      2012 Research-status Report 2011 Research-status Report
  • [Presentation] A Model-Building Learning Environment with Error-based Simulation2012

    • Author(s)
      Horiguchi, T., Hirashima, T. and Forbus, K.D.
    • Organizer
      26th International Workshop on Qualitative Reasoning
    • Place of Presentation
      California, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] 階層構造の意味的理解のための誤りへのフィードバック環境の設計と評価2011

    • Author(s)
      東本崇仁, 今井功, 堀口知也, 平嶋宗
    • Organizer
      教育システム情報学会第37回全国大会
    • Place of Presentation
      広島
    • Year and Date
      2011-08-31
    • Related Report
      2013 Final Research Report
  • [Presentation] 生物領域におけるコンセプトマップ構築学習のための誤りの可視化2011

    • Author(s)
      東本崇仁, 今井功, 堀口知也, 平嶋宗
    • Organizer
      第62回人工知能学会先進的学習科学と工学研究会(ALST-62)
    • Place of Presentation
      千葉
    • Year and Date
      2011-07-29
    • Related Report
      2013 Final Research Report
  • [Presentation] Preliminary Evaluation of an Intelligent Authoring System for 'Graph of Microworlds'2011

    • Author(s)
      Tomoya Horiguchi and Tsukasa Hirashima
    • Organizer
      19th nternational Conference on Computers in Education
    • Place of Presentation
      Chiang Mai, Thailand
    • Related Report
      2011 Research-status Report
  • [Book] 教育工学とシステム開発2012

    • Author(s)
      矢野米雄, 平嶋宗, 他
    • Total Pages
      217
    • Publisher
      ミネルヴァ書房
    • Related Report
      2013 Final Research Report
  • [Book] 教育工学とシステム開発(矢野米雄・平嶋宗 編著)第1部第4章2012

    • Author(s)
      堀口 知也
    • Total Pages
      217
    • Publisher
      ミネルヴァ書房
    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://kuid.ofc.kobe-u.ac.jp/InfoSearch/html/researcher/researcher_Y5b0npqDd0_O-IBQ3mbe3w_ja.html;jsessionid=39477B2B4B5E6A3E0A1A4B21084360EB

    • Related Report
      2013 Final Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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