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Facilitation System for Case Method based on Causal Model

Research Project

Project/Area Number 25730205
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Learning support system
Research InstitutionOsaka University

Principal Investigator

Samejima Masaki  大阪大学, 情報科学研究科, 助教 (80564690)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsシステム開発・運用 / e-Learning / ファシリテーション / 自然言語処理 / e-learning / 機械学習 / 教育支援システム
Outline of Final Research Achievements

In this research, we develop a system of facilitating the case method to improve learners’ problem-solving skills through problem analysis and action planning on real cases. For the automatic facilitation instead of real instructors, the facilitation system need to understand the learners’ opinions and discussion, and give advice to the learners. In our facilitation system, the advice is determined by Support Vector Machine trained with learners’ opinions, discussion process, and advice from real instructors. We demonstrate that our method determines the appropriate advice in comparison to other straightforward methods on the real data collected in case method.

Report

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

    (15 results)

All 2015 2014 2013

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 2 results) Presentation (13 results)

  • [Journal Article] Automatic annotation method on learners’ opinions in case method discussion2015

    • Author(s)
      Masaki Samejima, Daichi Hisakane, Norihisa Komoda
    • Journal Title

      Interactive Technology and Smart Education

      Volume: Vol. 12, No. 2 Issue: 2 Pages: 90-99

    • DOI

      10.1108/itse-04-2015-0003

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Tutoring Rule Selection Method for Case-based e-Learning by Confidence Classification on Learner's Answer Discrimination2015

    • Author(s)
      久兼大知, 大月みなみ, 鮫島正樹
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 135 Issue: 6 Pages: 594-601

    • DOI

      10.1541/ieejeiss.135.594

    • NAID

      130005072629

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] ケースメソッド学習における議論支援のための発言分類手法2015

    • Author(s)
      鮫島正樹, 久兼大知
    • Organizer
      電気学会 電子・情報・システム部門大会
    • Place of Presentation
      長崎
    • Year and Date
      2015-08-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] カスケード型SVMを用いたケースメソッド学習の議論構造グラフ作成方式2015

    • Author(s)
      久兼大知, 鮫島正樹
    • Organizer
      電気学会 情報システム研究会
    • Place of Presentation
      神戸
    • Year and Date
      2015-05-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Automatic Annotation on Opinions in Case Method Discussion by Support Vector Machine2015

    • Author(s)
      Masaki Samejima, Daichi Hisakane, Norihisa Komoda
    • Organizer
      8th IADIS International Conference on Information Systems 2015
    • Place of Presentation
      Madeira, Portugal
    • Year and Date
      2015-03-14 – 2015-03-16
    • Related Report
      2014 Research-status Report
  • [Presentation] A Visualization System of Discussion Structure in Case Method Learning2014

    • Author(s)
      Daichi Hisakane, Masaki Samejima
    • Organizer
      6th Int. Conf. on Knowledge Management & Information Sharing
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2014-10-21 – 2014-10-24
    • Related Report
      2014 Research-status Report
  • [Presentation] A Tutoring Rule Selection Method for Case-based e-Learning by Multi-Class Support Vector Machine2014

    • Author(s)
      Daichi Hisakane, Minami Otsuki, Masaki Samejima, Norihisa Komoda
    • Organizer
      6th Int. Conf. on Knowledge Management & Information Sharing
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2014-10-21 – 2014-10-24
    • Related Report
      2014 Research-status Report
  • [Presentation] 学習者回答の判別結果にもとづく事例研修のための助言ルール選択方式2014

    • Author(s)
      久兼大知, 大月みなみ, 鮫島正樹
    • Organizer
      電気学会 第60回情報システム研究会
    • Place of Presentation
      琉球大学(沖縄県中頭郡)
    • Year and Date
      2014-09-25 – 2014-09-26
    • Related Report
      2014 Research-status Report
  • [Presentation] ケースメソッド支援のための議論構造グラフ作成手法2014

    • Author(s)
      久兼大知, 鮫島正樹
    • Organizer
      電気学会 第60回情報システム研究会
    • Place of Presentation
      琉球大学(沖縄県中頭郡)
    • Year and Date
      2014-09-25 – 2014-09-26
    • Related Report
      2014 Research-status Report
  • [Presentation] プロジェクトマネジメントにおける事例学習のための助言提示システム2013

    • Author(s)
      大月みなみ, 鮫島正樹
    • Organizer
      電気学会 情報システム研究会
    • Place of Presentation
      広島工業大学(広島)
    • Related Report
      2013 Research-status Report
  • [Presentation] Case-based support system for collaborative tourism planning2013

    • Author(s)
      Masaki Samejima
    • Organizer
      E-Service and Knowledge Management
    • Place of Presentation
      くにびきメッセ(島根)
    • Related Report
      2013 Research-status Report
  • [Presentation] ケースメソッド学習における議論構造可視化システム2013

    • Author(s)
      久兼大知, 鮫島正樹
    • Organizer
      電気学会 情報システム研究会
    • Place of Presentation
      九州大学(福岡)
    • Related Report
      2013 Research-status Report
  • [Presentation] A Change Detection Method of Arguing Points by Factor Analysis for Case Method Support2013

    • Author(s)
      Masaki Samejima, Keiichi Hamada
    • Organizer
      IEEE International Conference on Systems, Man & Cybernetics
    • Place of Presentation
      Midland Hotel (Manchester, UK)
    • Related Report
      2013 Research-status Report
  • [Presentation] An Intelligent Tutoring System for Case-Based e-Learning on Project Management2013

    • Author(s)
      Minami Otsuki, Masaki Samejima
    • Organizer
      IEEE International Conference on Systems, Man & Cybernetics
    • Place of Presentation
      Midland Hotel (Manchester, UK)
    • Related Report
      2013 Research-status Report
  • [Presentation] 事例学習における汎用コーパスを用いた助言提示ルール選択方式2013

    • Author(s)
      大月みなみ, 鮫島正樹
    • Organizer
      電気学会 情報システム研究会
    • Place of Presentation
      鳥取大学(鳥取)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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