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The macroscopic pattern at a crowd level observed in collective behaviors by a group of learners

Research Project

Project/Area Number 23501170
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
Research InstitutionChiba Institute of Technology (2012-2013)
Keio University (2011)

Principal Investigator

ISHIKAWA Koichiro  千葉工業大学, 社会システム科学部, 准教授 (00468547)

Co-Investigator(Kenkyū-buntansha) SAITO Yutaka  筑波大学, 医学医療系, 研究員 (10316888)
FURUKAWA Masako  筑波大学, 留学生センター, 研究員 (20617287)
NAITO Takahiro  筑波大学, 医学医療系, 助教 (50552155)
SHICHIDA Mamiko  島根大学, 教育開発センター, 講師 (10700586)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords教育工学 / e-learning / 複雑系科学 / 高次規則性 / ベキ分布 / e-ラーニング
Research Abstract

In this research, we analyzed two sets of learning history data obtained from two deferent e-learning courses. The result is that a group of learners may show a macroscopic pattern at a crowd, or group total, level in their collective behaviors. We also tried a research by multi-agent simulation method to disclose the mechanism how a pattern emerges.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (10 results)

All 2013 2012 2011

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (2 results)

  • [Journal Article] An Analysis of MML Agent Simulation under Uniform Distribution of Gain Parameter2013

    • Author(s)
      Koichiro Ishikawa, Bongsung Chu, Akito Sakurai and Hiroaki Matsukawa
    • Journal Title

      INFORMATION : An International Interdisciplinary Journal (ISSN : 1343-4500)

      Volume: Vol.16, No.7(A) Pages: 4693-4704

    • URL

      http://jglobal.jst.go.jp/detail.php?JGLOBAL_ID=201302235141051280

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Log Data Analysis of Learning Histories in an e-Learning Course2013

    • Author(s)
      Koichiro Ishikawa, Masako Furukawa, Yutaka Saito, Takahiro Naito and Mamiko Shichida
    • Journal Title

      International Journal of Information and Education Technology (ISSN : 2010-3689)

      Volume: Vol.3, No.6 Pages: 587-590

    • DOI

      10.7763/ijiet.2013.v3.341

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Analysis of MML Agent Simulation under Uniform Distribution of Gain Parameter2013

    • Author(s)
      Koichiro Ishikawa, Bongsung Chu, Akito Sakurai and Hiroaki Matsukawa
    • Journal Title

      INFORMATION: An International Interdisciplinary Journal

      Volume: Vol.16, No.7(A) Pages: 4693-4704

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Analysis of MML Agent Simulation under Uniform Distribution of Gain Parameter2013

    • Author(s)
      Koichiro Ishikawa, Bonsung Chu, Akito Sakurai, and Hiroaki Matsukawa
    • Journal Title

      Information

      Volume: 採録決定済

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 日本語・日本事情遠隔教育拠点にて企画中のe ラーニング教材について2012

    • Author(s)
      市原明日香, 古川雅子, 石川浩一郎, 飯田将茂, 李在鎬, 今井新悟
    • Journal Title

      筑波大学留学生センター日本語教育論集

      Volume: 第27号 Pages: 67-80

    • URL

      http://www.intersc.tsukuba.ac.jp/~kyoten/documents/ronsyu27_67-80.pdf

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 日本語・日本事情遠隔教育拠点にて企画中の e ラーニング教材について2012

    • Author(s)
      市原明日香, 古川雅子, 石川浩一郎, 飯田将茂, 李在鎬, 今井新悟
    • Journal Title

      筑波大学留学生センター 日本語教育論集

      Volume: 第27号 Pages: 67-80

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Macroscopic Pattern at Global Level Shown in Learners' Behaviors2011

    • Author(s)
      Koichiro Ishikawa, Masako Furukawa, Mamiko Shichida and Yutaka Saito
    • Journal Title

      Proceedings of the 2nd International Conference on Behavioral, Cognitive and Psychological Sciences (BCPS 2011), (ISBN : 978-981-07-0624-1)

      Pages: 62-66

    • URL

      http://connection.ebscohost.com/c/articles/74274058

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Macroscopic Pattern at Global Level Shown in Learners’Behaviors2011

    • Author(s)
      Koichiro Ishikawa, Masako furukawa, Mamiko Shichida, Yutaka Saito
    • Journal Title

      Behavioral, Cognitive and Psychological Sciences, International Proceedings of Economics Development and Research

      Volume: 23 Pages: 62-66

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Log Data Analysis of Learning Histories in an e-Learning Course2013

    • Author(s)
      Koichiro Ishikawa
    • Organizer
      5th International Conference on Education Technology and Computer (ICETC 2013)
    • Place of Presentation
      Male, Maldives (再掲)
    • Year and Date
      2013-08-18
    • Related Report
      2013 Final Research Report
  • [Presentation] Log Data Analysis of Learning Histories in an e-Learning Course2013

    • Author(s)
      Koichiro Ishikawa
    • Organizer
      5th International Conference on Education Technology and Computer
    • Place of Presentation
      Male, Maldives
    • Related Report
      2013 Annual Research Report

URL: 

Published: 2011-08-05   Modified: 2019-07-29  

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