An Adaptive E-learning System Using Bayesian Networks
| Project/Area Number |
19500829
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Educational technology
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| Research Institution | Fuji Tokoha University |
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Principal Investigator |
MORIMOTO Yasuhiko Fuji Tokoha University, 情報処理センター, 准教授 (10387532)
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| Co-Investigator(Kenkyū-buntansha) |
宮寺 庸造 東京学芸大学, 教育学部, 准教授 (10190802)
植野 真臣 電気通信大学, 情報システム学研究科, 准教授 (50262316)
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| Co-Investigator(Renkei-kenkyūsha) |
YOKOYAMA Setsuo 東京学芸大学, 情報処理センター, 教授 (20090532)
MIYADERA Youzou 東京学芸大学, 教育学部, 教授 (10190802)
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| Project Period (FY) |
2007 – 2009
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| Project Status |
Completed (Fiscal Year 2009)
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| Budget Amount *help |
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2009: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2008: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2007: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Keywords | eラーニング / ベイジアン・ネットワーク / eポートフォリオ / 教育工学 |
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| Research Abstract |
Current e-Learning systems cannot effectively promote autonomous learning by combining collaborative learning, content presentation, and assessment (self-assessment, peer assessment, etc.) and then presenting the appropriate components to the learners in a timely manner, thereby providing them with educational facilitation. The purpose of this study is to develop the system which can resolve the problem. In this study, we surveyed the current state of e-Learning systems used Bayesian networks, and then developed an e-Learning system which has a framework to build models of Bayesian networks into the system. This enables results of studies about Bayesian networks that evolve rapidly to be built directly into e-learning systems.
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Report
(4 results)
Research Products
(51 results)
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[Journal Article] E-PORTFOLIO CELL: FORMAL DESCRIPTIVE MODEL FOR E-PORTFOLIOS, Proc.2008
Author(s)
Morimoto, Y., Ueno, M, Kikukawa, I., Yokoyama, S., Miyadera, Y.
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Journal Title
Computers and Advanced Technology in Education (CATE 2008)
Pages: 195-200
Related Report
Peer Reviewed
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[Journal Article] Reflective Learning and Assessment Support System Based on a Formal Descriptive Model for E-portfolios, Proc.2008
Author(s)
Morimoto, Y., Ueno, M, Kikukawa, I., Yokoyama, S., Miyadera, Y.
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Journal Title
The 13th World Conference on E-Learning in Corporate, Government, Healthcare, & Higher Education (E-Learn2008), Association for the Advancement of Computing in Education (AACE)
Pages: 3846-3855
Related Report
Peer Reviewed
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[Presentation] 情報セキュリティ行動と知識の関係2009
Author(s)
井川将, 黒田浩司, 鈴木栄幸, 森本康彦, 横山節雄, 宮寺庸造
Organizer
日本情報科教育学会 第2回全国大会講演論文集
Place of Presentation
九州工業大学
Year and Date
2009-06-28
Related Report
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[Book] eテスティング2009
Author(s)
植野真臣, 永岡慶三(編), 11章 分担執筆
Total Pages
269
Publisher
培風館
Related Report
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[Book] eテスティング2009
Author(s)
植野真臣, 永岡慶三共編第11章を分担執筆
Total Pages
269
Publisher
培風館
Related Report
