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A study support system that derives the best time to start supporting a learner by analyzing comprehension state and motivation of the learner

Research Project

Project/Area Number 25350306
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
Research InstitutionOsaka University of Arts

Principal Investigator

TAKEMURA Yasuhiro  大阪芸術大学, 芸術学部, 教授 (90280065)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords教育工学 / 教授学習支援システム / ソフトウェア工学教育 / 学習者支援開始時期 / ARCSモデル
Outline of Final Research Achievements

In this research, we focused on the relation between comprehension state and motivation of a learner in an e-learning course, and derived the best time to start supporting the learner by analyzing the relation from a statistical perspective. We proposed a method to statistically analyze the relation between comprehension state and motivation of a learner, and developed a model of the relation between them. We then developed a mechanism for systematically deriving the best time to start supporting a learner. We think that the results of the research are important indexes for developing new teaching environments because the results show that the feedback from the e-learning system can be used to enhance learning as the teacher intended, and allow educators to make the best use of the learning systems.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (14 results)

All 2016 2015 2014 2013

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Open Access: 1 results,  Acknowledgement Compliant: 3 results) Presentation (8 results) Book (1 results)

  • [Journal Article] Programming Education for Primary Schoolchildren Using a Textual Programming Language2015

    • Author(s)
      H. Tsukamoto, Y. Takemura, H. Nagumo, S. Ikeda, A. Monden and K. Matsumoto
    • Journal Title

      The 45th ASEE / IEEE Frontiers in Education (FIE) Conference

      Volume: 1 Pages: 1008-1014

    • DOI

      10.1109/fie.2015.7344187

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Prediction of the Change of Learners’ Motivation in Programming Education for Non-Computing Majors2014

    • Author(s)
      H. Tsukamoto, Y. Takemura, H. Nagumo, A. Monden and K. Matsumoto
    • Journal Title

      The 44th ASEE / IEEE Frontiers in Education (FIE) Conference

      Volume: Val. 1 Pages: 1421-1427

    • DOI

      10.1109/fie.2014.7044221

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Identifying Mandatory Code for Framework Use via a Single Application Trace2014

    • Author(s)
      N. Nitta, I.Kume and Y. Takemura
    • Journal Title

      Springer : ECOOP 2014 - Object-Oriented Programming

      Volume: LNCS 8586 Pages: 593-617

    • DOI

      10.1007/978-3-662-44202-9_24

    • ISBN
      9783662442012, 9783662442029
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Identifying Mandatory Code for Framework Use via a Single Application Trace2014

    • Author(s)
      N. Nitta, I. Kume, and Y. Takemura
    • Journal Title

      ECOOP 2014 - Proceedings of the 28th European Conference on Object-Oriented Programming

      Volume: Vol. -

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Effects of Teaching Material Remediation with ARCS-Strategies for Programming Education2013

    • Author(s)
      H. Tsukamoto, H. Nagumo, Y. Takemura, A. Monden and K. Matsumoto
    • Journal Title

      2013 IEEE Frontiers in Education Conference Proceedings

      Volume: Vol. 1 Pages: 717-723

    • DOI

      10.1109/fie.2013.6684920

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 池田勇,南雲秀雄,武村泰宏2016

    • Author(s)
      Processing を用いた小学生のプログラミング教育における学習効果
    • Organizer
      日本産業技術教育学会第31 回情報分科会
    • Place of Presentation
      佐賀大学
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] プログラミング教育における支援候補学習者に適応した支援教材の提案2015

    • Author(s)
      塚本英邦,南雲秀雄,武村泰宏,門田暁人,松本健一
    • Organizer
      日本産業技術教育学会第58 回全国大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2015-08-22
    • Related Report
      2015 Annual Research Report
  • [Presentation] ソースコードプログラミング環境による小学生向けプログラミング教材の研究開発2015

    • Author(s)
      南雲秀雄,塚本英邦,武村泰宏,池田勇,門田暁人,松本健一
    • Organizer
      日本産業技術教育学会第58 回全国大会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2015-08-22
    • Related Report
      2015 Annual Research Report
  • [Presentation] 小学校におけるソースコードを用いたログラミング教材に関する研究2015

    • Author(s)
      塚本英邦,南雲秀雄,武村泰宏,池田勇,門田暁人,松本健一
    • Organizer
      日本産業技術教育学会第30回情報分科会
    • Place of Presentation
      埼玉大学
    • Year and Date
      2015-03-15 – 2015-03-16
    • Related Report
      2014 Research-status Report
  • [Presentation] モチベーション遷移推定法によるプログラミング教育の支援候補学習者の導出2014

    • Author(s)
      塚本英邦,南雲秀雄,武村泰宏,門田暁人,松本健一
    • Organizer
      日本産業技術教育学会第57回全国大会
    • Place of Presentation
      熊本大学
    • Year and Date
      2014-08-23 – 2014-08-24
    • Related Report
      2014 Research-status Report
  • [Presentation] ARCS アンケートを用いた小学校のプログラミング教育におけるモチベーションの解析2014

    • Author(s)
      南雲秀雄,塚本英邦,武村泰宏,池田勇
    • Organizer
      日本産業技術教育学会第57回全国大会
    • Place of Presentation
      熊本大学
    • Year and Date
      2014-08-23 – 2014-08-24
    • Related Report
      2014 Research-status Report
  • [Presentation] プログラミング教育における学習者のモチベーションの遷移推定方法の提案2014

    • Author(s)
      塚本英邦,南雲秀雄,武村泰宏,門田暁人,松本健一
    • Organizer
      日本産業技術教育学会第29回情報分科会
    • Place of Presentation
      大阪芸術大学
    • Related Report
      2013 Research-status Report
  • [Presentation] プログラミング教育における教材改善効果と学習支援開始時期2013

    • Author(s)
      塚本英邦,南雲秀雄,武村泰宏,門田暁人,松本健一
    • Organizer
      日本産業技術教育学会第56回全国大会
    • Place of Presentation
      山口大学
    • Related Report
      2013 Research-status Report
  • [Book] アートを生み出すプログラミング (G. W. Flake, The Computational Beauty of Nature, MIT Press)2015

    • Author(s)
      武村泰宏,塚本英邦/監訳,南雲秀雄,落合史生/翻訳
    • Total Pages
      257
    • Publisher
      (株) 晃洋書房
    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2023-03-16  

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