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2013 Fiscal Year Final Research Report

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

Research Project

  • PDF
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
Keywordsメタ認知活動 / メタ認知駆動学習 / モデル化 / 抽象化
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.

  • Research Products

    (16 results)

All 2013 2012 2011 2010 Other

All Journal Article (6 results) (of which Peer Reviewed: 4 results) Presentation (9 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

  • [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

  • [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

    • 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

    • 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

    • 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

    • 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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [Remarks] 人工知能学会2010年度全国大会優秀賞受賞(2010.7.16)

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Published: 2015-07-16  

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