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A Learning Environment to Facilitate a Learner's Metacognition-Driven Learning

Research Project

Project/Area Number 22500894
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionTamagawa University

Principal Investigator

KAYASHIMA MICHIKO  玉川大学, 文学部, 教授 (80266238)

Co-Investigator(Kenkyū-buntansha) UI Miyoko  玉川大学, 文学部, 准教授 (80400654)
Co-Investigator(Renkei-kenkyūsha) HIRASHIMA Tsukasa  広島大学, 工学(系)研究科(研究院), 教授 (10238355)
MIZOGUCHI Riichro  北陸先端科学技術大学院大学, 教授 (20116106)
Project Period (FY) 2010-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywordsメタ認知活動 / メタ認知駆動学習 / モデル化 / 抽象化 / 問題解決 / 個人内平均値 / 個人内標準偏差 / メタ認知 / Error-Based Simulation / メタ認知モデル / メタ認知スキル / メタ認知活動の枠組み / 抽象化操作 / 修正操作 / 具体化操作
Research Abstract

We propose an advanced learning model, a model of metacognition-driven learning in which a learner observes his/her own problem solving process and drives abstractions about it. If abstractions can be constructed in a form that develops good metacognitive strategies, a learner will be able to regulate his/her problem solving process.
Through the experiment, we have confirmed that it was difficult to facilitate metacognition-driven learning only by incorporating the prompt which inspires metacognition-driven learning into one of the existing learning systems. Moreover, we reconfirm that it is important to support a learner to drive abstractions about his/her own problem solving process.

Report

(5 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (26 results)

All 2013 2012 2011 2010 Other

All Journal Article (11 results) (of which Peer Reviewed: 6 results) Presentation (14 results) Remarks (1 results)

  • [Journal Article] Error-Based Simulationと問題解決試行その22013

    • Author(s)
      茅島路子, 宇井美代子, 東本崇仁, 平嶋宗
    • Journal Title

      人口知能学会先進的学習科学と工学研究会(第69回)人口知能学会研究会資料

      Volume: SIG-ALST-B302 Pages: 7-12

    • NAID

      40019835983

    • Related Report
      2013 Final Research Report
  • [Journal Article] Error-Based Simulation と問題解決試行 その22013

    • Author(s)
      茅島 路子・ 宇井美代子・東本崇仁・平嶋宗
    • Journal Title

      人口知能学会 先進的学習科学と工学研究会(第69回)

      Volume: 69 Pages: 7-12

    • NAID

      40019835983

    • Related Report
      2013 Annual Research Report
  • [Journal Article] 2012年度「人間学特殊研究」授業デザインの評価2013

    • Author(s)
      茅島路子
    • Journal Title

      論叢 玉川大学文学部紀要

      Volume: 53 Pages: 1-12

    • NAID

      40019712930

    • Related Report
      2012 Annual Research Report
  • [Journal Article] EBSにおけるメタ認知活動「抽象化操作」2012

    • Author(s)
      茅島路子, 平嶋宗, 東本崇仁, 溝口理一郎
    • Journal Title

      教育システム情報学会研究報告

      Volume: vol.26, no.7 Pages: 103-110

    • Related Report
      2013 Final Research Report
  • [Journal Article] EBSにおけるメタ認知活動「抽象化操作」2012

    • Author(s)
      茅島路子
    • Journal Title

      教育システム情報学会研究報告

      Volume: 26 Pages: 103-110

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Problem-Solution Process by Means of a Hierarchical Metacognitive Model2011

    • Author(s)
      Michiko Kayashima, Alejandro Peña Ayala, and Riichiro Mizoguchi
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol.6738 Pages: 484-486

    • DOI

      10.1007/978-3-642-21869-9_77

    • ISBN
      9783642218682, 9783642218699
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improving Students' Meta-cognitive Skills within Intelligent Educational Systems : A Review2011

    • Author(s)
      Alejandro Peña Ayala, Michiko Kayashima, Riichiro Mizoguchi, Rafael Dominguez
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol.6780 Pages: 442-451

    • DOI

      10.1007/978-3-642-21852-1_51

    • ISBN
      9783642218514, 9783642218521
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A New Framework of Metacognition With Abstraction/ Instantiation Operations2010

    • Author(s)
      Michiko Kayashima, Riichiro Mizoguchi
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol.6095 Pages: 362-364

    • DOI

      10.1007/978-3-642-13437-1_23

    • ISBN
      9783642134364, 9783642134371
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A New Perspective for Metacognition-Driven Learning2010

    • Author(s)
      Michiko Kayashima, Riichiro Mizoguchi, (S. L. Wong et al. (Eds.))
    • Journal Title

      Proceedings of the 18th International Conference on Computers in Education

      Pages: 41-45

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A New Framework of Metacognition With Abstraction/Instantiation Operations2010

    • Author(s)
      Michiko Kayashima
    • Journal Title

      Lecture Notes in Computer Science

      Volume: Vol.6095 Pages: 362-364

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A New Perspective for Metacognition-Driven Learning2010

    • Author(s)
      Michiko Kayashima
    • Journal Title

      Proceeding of the 18th International Conference on Computers in Education

      Pages: 41-45

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Error-Based Simulationと問題解決試行その22013

    • Author(s)
      茅島路子, 宇井美代子, 東本崇仁, 平嶋宗
    • Organizer
      人口知能学会先進的学習科学と工学研究会(第69回)
    • Place of Presentation
      横浜市
    • Year and Date
      2013-10-26
    • Related Report
      2013 Final Research Report
  • [Presentation] Error-Based Simulationと問題解決試行2013

    • Author(s)
      茅島路子, 宇井美代子, 東本崇仁, 平嶋宗
    • Organizer
      日本教育工学会第29回全国大会
    • Place of Presentation
      秋田市, (発表論文集, pp.1013-1014)
    • Year and Date
      2013-09-23
    • Related Report
      2013 Final Research Report
  • [Presentation] Error-Based Simulation と問題解決試行2013

    • Author(s)
      茅島 路子・ 宇井美代子・東本崇仁・平嶋宗
    • Organizer
      日本教育工学会第29回全国大会
    • Place of Presentation
      秋田大学(秋田県秋田市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Conceptual Model of Metacognition to Shape Knowledge and Regulation2012

    • Author(s)
      Alejandro Peña, Michiko Kayashima, Riichiro Mizoguchi, Rafael Dominguez
    • Organizer
      The Intelligent Tutoring Systems-2012 conferenc
    • Place of Presentation
      Crete, Greece
    • Year and Date
      2012-06-15
    • Related Report
      2013 Final Research Report
  • [Presentation] EBSにおけるメタ認知活動「抽象化操作」2012

    • Author(s)
      茅島路子, 平嶋宗, 東本崇仁, 溝口理一郎
    • Organizer
      教育システム情報学会研究会
    • Place of Presentation
      大阪市
    • Year and Date
      2012-03-17
    • Related Report
      2013 Final Research Report
  • [Presentation] EBSにおけるメタ認知活動「抽象化操作」2012

    • Author(s)
      茅島路子
    • Organizer
      教育システム情報学会研究会
    • Place of Presentation
      大阪工業大学
    • Year and Date
      2012-03-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] A New Perspective for Metacognition-Driven Learning2010

    • Author(s)
      Michiko KAYASHIMA, Riichiro MIZOGUCHI
    • Organizer
      Asia-Pacific Society for Computers in Education
    • Place of Presentation
      Putrajaya, Malaysia
    • Year and Date
      2010-12-02
    • Related Report
      2013 Final Research Report
  • [Presentation] メタ認知駆動学習とメタ認知活動を表現した枠組2010

    • Author(s)
      茅島路子, 溝口理一郎
    • Organizer
      日本教育工学会第26回大会
    • Place of Presentation
      名古屋市
    • Year and Date
      2010-09-19
    • Related Report
      2013 Final Research Report
  • [Presentation] メタ認知駆動学習を表現したメタ認知活動の枠組み2010

    • Author(s)
      茅島路子, 溝口理一郎
    • Organizer
      教育システム情報学会第35回全国大会
    • Place of Presentation
      札幌市
    • Year and Date
      2010-08-27
    • Related Report
      2013 Final Research Report
  • [Presentation] A New Framework of Metacognition With Abstraction / Instantiation Operations2010

    • Author(s)
      Michiko Kayashima, Riichiro Mizoguchi
    • Organizer
      Intelligent Tutoring Systems
    • Place of Presentation
      Pittsburgh, USA
    • Year and Date
      2010-06-17
    • Related Report
      2013 Final Research Report
  • [Presentation] メタ認知活動-「抽象化操作」'「修正操作」'「具体化操作」2010

    • Author(s)
      茅島路子
    • Organizer
      人工知能学会全国大会(第24回)
    • Place of Presentation
      長崎ブリックホール(長崎県)
    • Year and Date
      2010-06-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] メタ認知活動―「抽象化操作」, 「修正操作」, 「具体化操作」2010

    • Author(s)
      茅島路子, 溝口理一郎
    • Organizer
      人工知能学会第24回全国大会
    • Place of Presentation
      長崎市(3F3-3)
    • Year and Date
      2010-06-01
    • Related Report
      2013 Final Research Report
  • [Presentation] Error-Based Simulation と問題解決試行 その2

    • Author(s)
      茅島 路子・ 宇井美代子・東本崇仁・平嶋宗
    • Organizer
      人口知能学会 先進的学習科学と工学研究会(第69回)
    • Place of Presentation
      慶應義塾大学 日吉キャンパス(神奈川県横浜市)
    • Related Report
      2013 Annual Research Report
  • [Presentation] KitBuilt MapSystemによる主体的な学修時間の確保

    • Author(s)
      茅島路子
    • Organizer
      第19回大学教育研究フォーラム
    • Place of Presentation
      京都大学(京都府)
    • Related Report
      2012 Annual Research Report
  • [Remarks] 人工知能学会2010年度全国大会優秀賞受賞(2010.7.16)

    • Related Report
      2013 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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