Effects of Recommendation Accuracy by Collaborative Filtering in Web-Based English Learning System Using English Electronic News Articles
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- Yamada Masanori
- Research Center for Higher Education, Kanazawa University
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- Kitamura Satoshi
- Interfaculty Initiative in Information Studies, The University of Tokyo
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- Yamauchi Yuhei
- Interfaculty Initiative in Information Studies, The University of Tokyo
Bibliographic Information
- Other Title
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- 協調フィルタリングによる適合度効果の検討：英文ニュース記事を用いた英語語彙学習支援システムにおいて
- キョウチョウ フィルタリング ニ ヨル テキゴウド コウカ ノ ケントウ : エイブン ニュース キジ オ モチイタ エイゴゴイガクシュウ シエン システム ニ オイテ
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Abstract
<p>This research aims to evaluate web-based English learning system with collaborative filtering, and suggest the possible application of collaborative filtering to learning system. We developed web-based learning system applied collaborative filtering, which distributes English electronic news that learners may have high interest, and evaluated the difference of perceived English learning skills, costs, and vocabulary level, comparing before and after using the system. The effect of recommendation accuracy on three viewpoints was also investigated. Results revealed that perceived English skills and vocabulary level were significantly improved, and learners, who perceived that the system recommended high-interest news, improved to understand English learning skills, after using the system.</p>
Journal
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- Transactions of Japanese Society for Information and Systems in Education
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Transactions of Japanese Society for Information and Systems in Education 28 (3), 200-209, 2011-07-01
Japanese Society for Information and Systems in Education
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Details 詳細情報について
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- CRID
- 1390282763024468352
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- NII Article ID
- 130007420249
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- NII Book ID
- AN10474042
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- ISSN
- 21880980
- 13414135
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- NDL BIB ID
- 025909128
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- CiNii Articles
- KAKEN
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- Abstract License Flag
- Disallowed