Research on the Digital Texts Recommendation Technologies in E-Learning Systems
Project/Area Number |
18500731
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Research Category |
Grant-in-Aid for Scientific Research (C)
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Allocation Type | Single-year Grants |
Section | 一般 |
Research Field |
Educational technology
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Research Institution | Tokyo Denki University |
Principal Investigator |
WADA Yuji Tokyo Denki University, Scuool of Infomaation Environment, Professor (30366398)
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Co-Investigator(Kenkyū-buntansha) |
TAKUBO Akio Tokyo Denki University, School of Information Environment, Professor (10349805)
DOHI Shinichi Tokyo Denki University, School of Information Environment, Associate Professor (00227703)
|
Project Period (FY) |
2006 – 2007
|
Project Status |
Completed (Fiscal Year 2007)
|
Budget Amount *help |
¥3,840,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥240,000)
Fiscal Year 2007: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2006: ¥2,800,000 (Direct Cost: ¥2,800,000)
|
Keywords | Educational Technolo / Learning Sunnort / Data Mining / Digital Contents / Recommendation Technology / 暗号系 |
Research Abstract |
Recently, e-learning systems have begun to be used in companies and education institutions. The spread of e-learning is mainly owing to development of LMS for instance SCORM and Web CT. Thereby, the introduction of learning texts have became much simpler. The increase of the contents has realized the wider width of learning. As the result, we are afraid that learners are confused with selecting best learning texts. In our research, we have developed bidirectional recommendation system that extracts the relationship among the learning texts with historical logs and recommends the effective text for the learners. In this paper, we firstly discuss the design of the bidirectional recommendation system, secondly show its evaluation results and finally we conclude our recommendation system is useful for the learners.
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Report
(3 results)
Research Products
(23 results)
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[Presentation] 教育コンテンツにおける双方向推薦の開発2007
Author(s)
松澤 俊典、山口 未来、和田 雄次、土肥 紳一
Organizer
2007PC CONFERENCE
Place of Presentation
北海道大学
Year and Date
2007-08-03
Description
「研究成果報告書概要(和文)」より
Related Report
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[Presentation] 学習者の履歴データを活用した個別復書システム2006
Author(s)
土肥 紳一, 高橋 樹, 松澤 俊典, 山口 未来, 田窪 昭夫, 和田 雄次
Organizer
平成18年度情報教育研究集会
Place of Presentation
広島大学(東広島キャンパス)
Year and Date
2006-11-25
Description
「研究成果報告書概要(和文)」より
Related Report
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[Presentation] 履歴データを活用した教育支援システムAIRS2006
Author(s)
高橋 泰樹, 松澤 俊典, 山口 未来, 和田 雄次, 土肥 紳一
Organizer
2006PC Conference
Place of Presentation
立命館大学(衣笠キャンパス)
Year and Date
2006-08-03
Description
「研究成果報告書概要(和文)」より
Related Report
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