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Active Analytics for Sustainable Fostering of Strategies on Teaching and Learning

Research Project

Project/Area Number 17H01990
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

NAKAMURA Shoichi  福島大学, 共生システム理工学類, 准教授 (60364395)

Co-Investigator(Kenkyū-buntansha) 宮寺 庸造  東京学芸大学, 教育学部, 教授 (10190802)
中山 祐貴  早稲田大学, グローバルエデュケーションセンター, 講師(任期付) (80761569)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2020: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2018: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Keywords教授学習方略 / 持続的醸成 / 経験事例 / 情報視覚化 / Learning Analytics
Outline of Final Research Achievements

In problem-solving learning, although evolutionary learning by making use of the experience cases is important, sufficient support has not been realized. On the other hand, suggestion and recall of the experience cases between professors and learners are sometimes successful in actual situations. However, they are quite limited. In this research, methods for collecting the information groups that embody experience cases without imposing a burden on users and for organizing them in understandable manners were developed. Moreover, methods for extracting the candidates of experience cases worthy of suggestion and recall were developed. On the basis of these methods, a system that suggests the experience cases to users and accumulates the teaching / learning strategies (i.e., how they made use of the cases) as further experience cases was developed. Consequently, the possibility of new support way for sustainable fostering of strategies on teaching and learning was shown.

Academic Significance and Societal Importance of the Research Achievements

経験事例の検討が課題や作業ごとに「一話完結的に閉じてしまう」状態から一歩抜け出し,教授・学習方略の持続発展的な醸成を可能とする教育支援充実の意義を有する.

また,経験事例の示唆/想起・活用のための支援を提供しつつ,有益な学びの生起機会を地道に増やす方針に基づいて,被支援者・研究者双方にとっての持続性と積極的分析の両立に挑戦する本研究は,教育工学研究の新たな可能性を提示する意義を有する.

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (19 results)

All 2021 2020 2019 2018 2017

All Journal Article (14 results) (of which Peer Reviewed: 7 results,  Open Access: 1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] 複合的文書推敲過程に介在する情報群の直感的トリガを介した組織化に基づく作業経緯視覚化2021

    • Author(s)
      田中健司,清野正寛,大沼亮,中山祐貴, 神長裕明, 宮寺庸造, 中村勝一
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 120 (424) Pages: 61-66

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Initial Evaluation of System for Visualizing Novices’ Unaware Search Intentions by Analyzing Behaviors of Article Selection2020

    • Author(s)
      Ryo Onuma, Hiroki Nakayama, Yota Kawawa, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. 2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering

      Volume: ー Pages: 392-397

    • DOI

      10.1109/tale48869.2020.9368364

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] System for Visually Organizing Documents and Histories Involved with Research Work aimed at Sustainably Cultivating Learning Strategies2019

    • Author(s)
      Shoichi Nakamura, Ryo Onuma, Hiroki Nakayama, Tsubasa Shimoyama, Hiroaki Kaminaga, Youzou Miyadera
    • Journal Title

      Proc. 11th International Conference on Education Technology and Computers

      Volume: - Pages: 34-39

    • DOI

      10.1145/3369255.3369310

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Organization of Work Situations and the Involved Documents in Complicated Documenting via Intuitive Triggers2019

    • Author(s)
      Kenji Tanaka, Hiroki Nakayama, Ryo Onuma, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. IEEE Conference on Big Data and Analytics

      Volume: - Pages: 24-28

    • DOI

      10.1109/icbda47563.2019.8987011

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 複合的ドキュメンティングにおける作業経緯の理解促進のための想起ネットワーク生成手法2019

    • Author(s)
      田中健司, 清野正寛,大沼亮, 中山祐貴, 神長裕明, 宮寺庸造, 中村勝一
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 119 (276) Pages: 11-16

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 複合的ドキュメンティングにおけるスクリーンショットを用いた作業経緯想起支援システム2019

    • Author(s)
      清野正寛,大沼亮,中山祐貴,宮寺庸造,中村勝一
    • Journal Title

      電子情報通信学会 技術研究報告

      Volume: 118 (510) Pages: 81-86

    • Related Report
      2018 Annual Research Report
  • [Journal Article] 学習方略の持続的醸成支援のための経験事例体現情報の組織化手法2019

    • Author(s)
      霜山翼,大沼亮,中山祐貴,神長裕明,宮寺庸造,中村勝一
    • Journal Title

      電子情報通信学会 技術研究報告

      Volume: 118 (510) Pages: 87-92

    • Related Report
      2018 Annual Research Report
  • [Journal Article] A Mechanism for Enhancing the Intuitive Recall of the Work Scenes in Complicated Documenting Processes Using Screenshots2018

    • Author(s)
      Masahiro Seino, Ryo Onuma, Hiroki Nakayama, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. 15th International Conference on Applied Computing

      Volume: - Pages: 423-426

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Suggestion of Circumstances in Exploration and Properties of Unknown Pages Aimed at Enhancing the Meaningful Trial and Error2018

    • Author(s)
      Ryo Onuma, Takashi Amano, Hiroki Nakayama, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. 2018 IEEE Conference on Big Data and Analytics

      Volume: - Pages: 56-61

    • DOI

      10.1109/icbdaa.2018.8629706

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 推敲文脈ネットワークにおける着目点に応じた注視対象の動的抽出アルゴリズム2018

    • Author(s)
      大沼亮,中山祐貴,神長裕明,宮寺庸造,中村勝一
    • Journal Title

      電子情報通信学会 技術研究報告

      Volume: 118 (294) Pages: 51-56

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Dynamic Visualization System of Gaze Target on the Polish Context Network2017

    • Author(s)
      Ryo Onuma, Hiroki Nakayama, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. the 2017 IEEE International Conference on Cybernetics and Computational Intelligence

      Volume: - Pages: 129-134

    • DOI

      10.1109/cyberneticscom.2017.8311697

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Framework for Supporting the Recall of the Scenes in Complicated Documenting Processes Using Screenshots2017

    • Author(s)
      Masahiro Seino, Ryo Onuma, Hiroki Nakayama, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. the 2017 IEEE International Conference on Cybernetics and Computational Intelligence

      Volume: - Pages: 135-140

    • DOI

      10.1109/cyberneticscom.2017.8311698

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 動的貢献度算出に基づいた推敲文脈ネットワーク上の注視対象視覚化システム2017

    • Author(s)
      大沼亮,荒川大祐,中山祐貴,神長裕明,宮寺庸造,中村勝一
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 117(256) Pages: 9-14

    • Related Report
      2017 Annual Research Report
  • [Journal Article] シーンスナップを用いたドキュメンティング過程における作業経緯の想起支援2017

    • Author(s)
      清野正寛,大沼亮,中山祐貴,宮寺庸造,中村勝一
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 117(209) Pages: 1-6

    • Related Report
      2017 Annual Research Report
  • [Presentation] 複合的ドキュメンティングに介在する情報群の蓄積・組織化のシステム的枠組みの提案2021

    • Author(s)
      大波奨, 田中健司, 大沼亮, 中山祐貴, 神長裕明, 宮寺庸造, 中村勝一
    • Organizer
      情報処理学会東北支部研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 複合的な文書推敲支援のための作業場面と介在情報群の直感的情報を介した組織化手法2019

    • Author(s)
      田中健司, 清野正寛, 中山祐貴, 大沼亮, 神長裕明, 宮寺庸造, 中村勝一
    • Organizer
      第44回教育システム情報学会全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 複合的ドキュメンティグ過程における作業場面の直感的想起支援手法の提案2019

    • Author(s)
      田中健司,清野正寛,大沼亮,中山祐貴,宮寺庸造,中村勝一
    • Organizer
      情報処理学会 東北支部研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 経験事例シートを用いた学習方略の持続発展的蓄積・活用支援2018

    • Author(s)
      霜山翼,大沼亮,中山祐貴,神長裕明,宮寺庸造,中村勝一
    • Organizer
      電子情報通信学会2018年総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Support Methods for Sustainable Fostering of Learning Strategies Using the Experience Case Sheets in Research Activities2017

    • Author(s)
      Tsubasa Shimoyama, Ryo Onuma, Hiroki Nakayama, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Organizer
      2017 International Conference on Computational Science and Computational Intelligence
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2022-01-27  

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