Automatic Generation of the Learners Oriented Materials under E-learning Environments

2010 Fiscal Year Final Research Report

• Project/Area Number: 20500842
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Educational technology
• Research Institution: Keio University
• Principal Investigator: ISHIKAWA Koichiro Keio University, 理工学部, 研究員 (00468547)
• Project Period (FY): 2008 – 2010
• Keywords: e-ラーニング / マルチメディアコンテンツ / ネットワーク / ストリーミング / 機械学習 / 複雑系科学 / 適格度トレース(eligibility trace)

Research Abstract

The goal of this research is to establish methods to identify automatically, from an e-learning course material which mainly consist of multi-media contents, the important parts for learners of the course. For the automatic identification and extraction, we utilized past viewing history of the material, in other words the descriptions of where they viewed well and skipped, etc. To adapt the difference of each learner, we assume that learners can be divided into several groups. We researched the clustering method and features for appropriate grouping.

Research Products

• [Journal Article] SNSの活用によるeメンタ負担軽減のための学習計画機能の開発と評価法 (2011)
  • Author(s): 齋藤裕,七田麻美子,石川浩一郎
  • Journal Title: 教育システム情報学会誌 Vol.28, No.1 Pages: 108-114
  • Peer Reviewed
• [Journal Article] Toward Efficient Learner Supports under the Mobile Learning Environments (2010)
  • Author(s): Koichiro Ishikawa, Mamiko Shichida, Yutaka Saito
  • Journal Title: Proc.of the 9th World Conf.on Mobile and Contextual Learning Pages: 385-386
  • Peer Reviewed
• [Journal Article] 成人向けeラーニングにおける学習支援者に関する課題点の検討 (2010)
  • Author(s): 七田麻美子,齋藤裕,石川浩一郎
  • Journal Title: 日本教育工学会第26回全国大会発表予稿集 Vol.1p-507-06 Pages: 413-414
• [Journal Article] eラーニングによるeラーニング人材育成法 (2009)
  • Author(s): 七田麻美子,齋藤裕,石川浩一郎,長島万里子
  • Journal Title: 第5回情報システム学会全国大会予稿集
• [Journal Article] E-mentor Development Course (2009)
  • Author(s): Koichiro Ishikawa, Mamiko Shichida, Mariko Yuyama, Yutaka Saitou, Kinya Tamaki
  • Journal Title: Proc.of International Conf.for Media in Education 2009 Pages: 87-92
• [Journal Article] e-learning教材における学習者特性への対応 (2008)
  • Author(s): 石川浩一郎,篠沢佳久,櫻井彰人
  • Journal Title: 第7回情報科学技術フォーラム資料(FIT2008)第3分冊 Pages: 603-604
• [Presentation] Toward Efficient Learner Supports under the Mobile Learning Environments (2010)
  • Author(s): Koichiro Ishikawa, Mamiko Shichida, Yutaka Saito
  • Organizer: The 9th World Conf.on Mobile and Contextual Learning
  • Place of Presentation: マルタ共和国バレッタ,再掲
  • Year and Date: 2010-10-21
• [Presentation] 成人向けeラーニングにおける学習支援者に関する課題点の検討 (2010)
  • Author(s): 七田麻美子,齋藤裕,石川浩一郎
  • Organizer: 日本教育工学会第26回全国大会
  • Place of Presentation: 金城学院大学,再掲
  • Year and Date: 2010-09-18
• [Presentation] eラーニングによるeラーニング人材育成法 (2009)
  • Author(s): 七田麻美子,齋藤裕,石川浩一郎,長島万里子
  • Organizer: 第5回情報システム学会全国大会
  • Place of Presentation: 青山学院大学(青山キャンパス),再掲
  • Year and Date: 2009-12-06
• [Presentation] マルチエージェントシミュレーション(MAS)における初期値依存性 (2009)
  • Author(s): 石川浩一郎,曹徳弼
  • Organizer: 日本経営工学会予測市場と暗黙知活用研究部会第2回研究会
  • Place of Presentation: 駒澤大学(駒沢キャンパス)
  • Year and Date: 2009-11-21
• [Presentation] E-mentor Development Course (2009)
  • Author(s): Koichiro Ishikawa, Mamiko Shichida, Mariko Yuyama, Yutaka Saitou, Kinya Tamaki
  • Organizer: International Conf.for Media in Education 2009
  • Place of Presentation: ソウル国際大学,再掲
  • Year and Date: 2009-08-27
• [Presentation] e-learning教材における学習者特性への対応 (2008)
  • Author(s): 石川浩一郎,篠沢佳久,櫻井彰人
  • Organizer: 第7回情報科学技術フォーラム(FIT2008)
  • Place of Presentation: 慶應義塾大学(湘南藤沢キャンパス),再掲
  • Year and Date: 2008-09-04
• [Book] Self Organizing Maps-Applications and Novel Algorithm Design(Aggregation of Undisclosed Knowledge, the 9th chapter in Josphat Igadwa Mwasiagi (ed))(INTECH International ISBN 978-953-307-546-4) (2011)
  • Author(s): Koichiro Ishikawa, Yoshihisa Shinozawa, Akito Sakurai
  • Total Pages: 143-172
  • Publisher: Self-Organization(有)
  • URL: http://www.intechweb.org/books/show/title/self-organizing-mapsapplications-and-novel-algorithm-design
• [Remarks] ホームページ等