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A Methodological Research on Learning Analytics based on Sociophysical Approach

Research Project

Project/Area Number 26560120
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionHiroshima University

Principal Investigator

Koichi Yasutake  広島大学, 社会(科)学研究科, 准教授 (80263664)

Co-Investigator(Kenkyū-buntansha) TAGAWA TAKAHIRO  九州大学, 情報基盤研究開発センター, 助教 (70304764)
YAMAKAWA OSAMU  福井県立大学, 学術教養センター, 教授 (90230325)
Co-Investigator(Renkei-kenkyūsha) NAKAMURA YASUYUKI  名古屋大学, 大学院情報科学研究科, 准教授 (70273208)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsラーニング・アナリティクス / 数理モデル / 教育工学 / データ分析 / 学習科学 / 複雑ネットワーク / ビッグデータ / Learning Analytics / 社会物理学
Outline of Final Research Achievements

The purpose of this research is to shed the light into the fields of educational enginerring and learning sciences on "Learning Analytics", which is one of the recent new research topics in those disciplines. We propose a new approach based on "Sociophysical Approach", especially on Complex Networks Approach.

Report

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

    (9 results)

All 2016 2015 2014

All Journal Article (7 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 5 results,  Acknowledgement Compliant: 3 results) Presentation (2 results)

  • [Journal Article] Detection of Collaboration Relations in a Group Learning Situation Using Wireless Accelerometer Sensor2016

    • Author(s)
      Takahiro Tagawa, Osamu Yamakawa, Yoichi Tanaka
    • Journal Title

      AACE Society for Information Technology & Teacher Education(SITE) International Conference 2015

      Volume: 2016 Pages: 1310-1315

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 加速度計データを用いた学習者間の協調関係の推測について2016

    • Author(s)
      多川孝央, 田中洋一, 山川修
    • Journal Title

      教育システム情報学会研究報告

      Volume: 39 Pages: 43-48

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Evolutionary Games on Multiplex Networks: Effects of Network Structures on Cooperation2015

    • Author(s)
      Yasuyuki Nakamura, Yusuke Nagashima and Koichi Yasutake
    • Journal Title

      Proceedings of 11th International Conference on Signal-Image Technology & Internet-Based Systems

      Volume: 2015 Pages: 444-447

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] 組織を越えたLearning Analyticsの可能性 -その批判的検討-2015

    • Author(s)
      山川修
    • Journal Title

      Computer & Education

      Volume: 38 Pages: 55-61

    • NAID

      130005113410

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Experimental Use of Wearable Sensors for the Analysis of Learning Community2015

    • Author(s)
      Takahiro Tagawa, Osamu Yamakawa, Yoichi Tanaka
    • Journal Title

      AACE Society for Information Technology & Teacher Education(SITE) International Conference 2015

      Volume: 2016 Pages: 1794-1799

    • NAID

      40020396794

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] データ・サイエンスとしての Learning Analytics の方向性と研究上のフレームワークについ て2014

    • Author(s)
      安武公一・山川修・中村泰之・隅谷孝洋・多川孝央・井上仁
    • Journal Title

      情報処理学会研究報告

      Volume: 014-CLE-13 Pages: 1-5

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] The Answering Process for Multiple-choice Questions in Collaborative Learning: a Mathe- matical Learning Model Analysis2014

    • Author(s)
      Yasuyuki Nakamura, Shinnosuk Nishi, Yuta Muramatsu, Koichi Yasutake, Osamu Yamakawa, Takahiro Tagawa
    • Journal Title

      Proceedings of 11th International Conference on Cognition and Exploratory Learningin Digital Age(CELDA2014)

      Volume: CELDA2014 Pages: 231-234

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 大学連携で実施する学生意識調査からみる 学びや成長に対す る 2 年間の意識の変化2014

    • Author(s)
      徳野淳子・田中洋一・山川修
    • Organizer
      日本教育工学会
    • Place of Presentation
      岐阜大学
    • Year and Date
      2014-09-19 – 2014-09-21
    • Related Report
      2014 Research-status Report
  • [Presentation] Learning Analytics ver.2 を目指す先端的学習支援技術と学習分析(コーディネータ)2014

    • Author(s)
      安武公一・山川修・中村泰之
    • Organizer
      第39回教育システム情報学会全国大会
    • Place of Presentation
      和歌山大学
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2017-05-10  

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