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Study of Collaborative Learning Support in e-Learning by applying Students' Knowledge Model based on Statistical Data Analysis of Individual Learning and Interaction Histories

Research Project

Project/Area Number 18300282
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionThe University of Electro-Communications

Principal Investigator

WATANABE Shigeyoshi  The University of Electro-Communications, Faculty of Electro-Communications, 教授 (90008532)

Co-Investigator(Kenkyū-buntansha) SUZUKI Masahisa  The University of Electro-Communications, Center of International Programs and Exchange, 准教授 (10313404)
ODA Takeshi  The University of Electro-Communications, Faculty of Electro-Communications, 助教 (30260540)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥4,780,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥480,000)
Fiscal Year 2007: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2006: ¥2,700,000 (Direct Cost: ¥2,700,000)
KeywordsLearning Histories / Statistical Data Analysis / Styles of Thinking / Learning Strategies / Collaborative Learning / 非同期的学習 / Web-Based学習履歴 / 学習履歴統計処理 / 理解モデル / 対話モデル / 学習履歴分析システム / e-Learning
Research Abstract

This research is focused on the applicability and effectiveness of student knowledge model and interactive model for supporting students in their web-based individual learning or collaborative learning in e-Learning environment.
The topic was not noticed theoretically and technically, especially in e-Learning environment in the previous researches. This report described a statistical analysis of web-based individual learning history, a collaborative model based on interactive history in networked communication channels, and discussed modeling of the idea.
The following are the results of our study.
1. Report of questionnaire based on styles of thinking proposed by Sternberg and Wagner and evaluation method
2. Report of Assessment and training of students learning strategies proposed by Weinstein and Mayer
3. Modeling of student learning strategies
4. Design of questionnaire based on styles of thinking for programming literacy learners
5. Statistical analysis of questionnaire answered by programming literacy learners
6. Analysis of web-based learning histories of individual learner in programming literacy course studies
7. Discussion of interaction timing for collaborative learning
Our research results were not enough to complete a system which is used to support an individual or collaborative learners in their e-Learning environment but were succeeded in designing modules, structures and overview of the system. We are continuing the effort of research and are expecting to complete the system.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (16 results)

All 2008 2007 2006 Other

All Journal Article (11 results) (of which Peer Reviewed: 6 results) Presentation (4 results) Remarks (1 results)

  • [Journal Article] A Case Study of Applying SNA to Analyze CSCL Social Network2007

    • Author(s)
      Zuoliang Chen, Shigeyoshi Watanabe
    • Journal Title

      Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies

      Pages: 18-20

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A fuzzy model for bidding behavior of participants in electricity markets2007

    • Author(s)
      Guilan Zhi, Shigeyoshi Watanabe
    • Journal Title

      International Journal of Innovative Computing, Information and Control Vol. 3, No. 4

      Pages: 953-966

    • NAID

      10015555644

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Case Study of Applying SNA to Analyzo CSCL Secial Network2007

    • Author(s)
      Zuoliang Chen, Shigeyoshi Watanabe
    • Journal Title

      Proceedings of the 7th IEEE International Conference on Advanced Learning Technologies

      Pages: 18-20

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A fuzzy model for bidding buhavior of purtieipants in aloctricity markets2007

    • Author(s)
      Guilan Zhi, Shigeyoshi Watanabe
    • Journal Title

      International Journal of Innovativo Computing, Information and Control Vol.3,No.4

      Pages: 953-966

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 新しい教育コミュニケーション環境としての携帯端末利用ワンセグ放送2007

    • Author(s)
      清水克彦、藤森克彦、舟橋洋介、服部弘之、茅根由希子、田沼純、渡辺成良
    • Journal Title

      教育システム情報学会誌 Vol.24,No.4

      Pages: 277-287

    • NAID

      130007957485

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 学習方略の自己診断と学習支援の可能性について2007

    • Author(s)
      匂坂智子, 渡辺成良
    • Journal Title

      電子情報通信学会 2007年総合大会講演論文集

      Pages: 164-164

    • Related Report
      2006 Annual Research Report
  • [Journal Article] エージェントベースモデルによる排出枠取引における遵守制度のモデル化2007

    • Author(s)
      仲田知弘, 渡辺成良
    • Journal Title

      平成19年電気学会全国大会講演論文集 分冊3

      Pages: 141-142

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Novel Web-based Collaborative Learning Supporting System with Navigation Function2006

    • Author(s)
      Chenyuan Tian, Zuoliang Chen, Shigeyoshi Watanabe
    • Journal Title

      Proceeding of the 14th International Conference on Computers in Education (ICCE2006)

      Pages: 223-227

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Novel Web-based Collaborative Learning Supporting System with Navigation Function2006

    • Author(s)
      Chenyuan Tian, Zuoliang Chen, Shigeyoshi Watanabe
    • Journal Title

      Proceeding of the 14th International Conference on Computers in Education (ICCE2006)

      Pages: 223-227

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A Fuzzy Model for Bidding Behavior of Participants in Electricity Markets2006

    • Author(s)
      Guilan Zhi, Shigeyoshi Watanabe
    • Journal Title

      Proc. Of International Conference on Innovative Computing, Information and Control (ICICIC2006) Vol.11

      Pages: 199-203

    • NAID

      10015555644

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Novel Web-based Collaborative Learning Supporting System with Navigation Function2006

    • Author(s)
      Chenyuan Tian, Zuoliang Chen, Shigeyoshi Watanabe
    • Journal Title

      Proceeding of the 14th International Conference on Computers in Education (ICCE2006),

      Pages: 223-227

    • Related Report
      2006 Annual Research Report
  • [Presentation] 学習方略の自己診断と学習支援の可能性について2008

    • Author(s)
      匂坂智子, 渡辺成良
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名古屋市名城大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] Comparison of discriminatory pricing and uniform pricing rules in electricity markets using a agent model with risk consideration2007

    • Author(s)
      Guilan Zhi, Shigeyoshi Watanabe
    • Organizer
      IEEE Congress on Evolutionary Computation (CEC2007)
    • Place of Presentation
      Singapore (Proceedings in CD-ROM, 1118)
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] www学習環境における学習者の学習行動と個人特性に基づいた学習支援の可能性について2006

    • Author(s)
      匂坂智子, 渡辺成良
    • Organizer
      電子情報通信学会2006年総合大会講演論文集、情報システム
    • Place of Presentation
      東京
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Fuzzy Model for Bidding Behavior of Participants in Electricity Markets2006

    • Author(s)
      Guilan Zhi, Shigeyoshi Watanabe
    • Organizer
      International Conference on Innovative Computing, Information and Control (ICICIC2006)
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Remarks]

    • URL

      http://kjk.office.uec.ac.jp/Profiles/0001/0000278/profile.html

    • Related Report
      2007 Annual Research Report

URL: 

Published: 2006-04-01   Modified: 2016-04-21  

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