Vocabulary learning environment with collaborative filtering for support of self-regulated learning

Masanori Yamada, Satoshi Kitamura, Shiori Miyahara, Yuhei Yamauchi

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

2 被引用数 (Scopus)

抄録

This study elucidates issues related to using online vocabulary learning environments with collaborative filtering and functions for cognitive and social learning support in learner-centered learning, which requires learners to be self-regulated learners. The developed system provides learners with a vocabulary learning environment using online news as a test installation of functions. The system recommends news to each learner using a collaborative filtering algorithm. The system helps learners to use cognitive and social learning strategies such as underlining, along with a word-meaning display based on the learner's vocabulary proficiency level. We investigated effects of the system on perceived usefulness and learning performance as a formative evaluation. Learners regarded this system as a useful tool for their language learning overall, but rated several functions low. Confirming the learning performance, the learner's vocabulary proficiency level improved significantly.

本文言語英語
ホスト出版物のタイトルKnowledge-Based and Intelligent Information and Engineering Systems - 13th International Conference, KES 2009, Proceedings
ページ523-530
ページ数8
PART 2
DOI
出版ステータス出版済み - 12 4 2009
外部発表はい
イベント13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009 - Santiago, チリ
継続期間: 9 28 20099 30 2009

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
番号PART 2
5712 LNAI
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2009
Countryチリ
CitySantiago
Period9/28/099/30/09

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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