Automatic Generation of the Learners Oriented Materials under E-learning Environments
| Project/Area Number |
20500842
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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 | Keio University |
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Principal Investigator |
ISHIKAWA Koichiro Keio University, 理工学部, 研究員 (00468547)
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| Project Period (FY) |
2008 – 2010
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| Project Status |
Completed (Fiscal Year 2010)
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| Budget Amount *help |
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2008: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
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| 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) / 教育工学 / e-learning / 多変量解析 / 強化学習 / 適格度トレース |
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| 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.
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Report
(4 results)
Research Products
(27 results)
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[Presentation] E-mentor Development Course2009
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
Related Report
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