Analysis of preview behavior in E-Book system

Atsushi Shimada, Fumiya Okubo, Chengjiu Yin, Misato Oi, Kentaro Kojima, Masanori Yamada, Hiroaki Ogata

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

2 被引用数 (Scopus)

抄録

This paper proposes a method to analyze preview behaviors of students using a learning management system (LMS) and an e-book system. We collected a large number of operation logs from e-books to analyze the process of learning. In addition, we conducted a quiz to test the level of understanding. This study especially focuses on an analysis of the relationship between learning behavior in preview and its effectiveness in the corresponding quiz. We apply a machine learning and classification methodology for behavior analysis. Experimental results report that students who undertake good preview achieve better scores in quizzes.

本文言語英語
ホスト出版物のタイトルWorkshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015
編集者Ying-Tien Wu, Tomoko Kojiri, Siu Cheung Kong, Feiyue Qiu, Hiroaki Ogata, Thepchai Supnithi, Yonggu Wang, Weiqin Chen
出版社Asia-Pacific Society for Computers in Education
ページ593-600
ページ数8
ISBN(電子版)9784990801472
出版ステータス出版済み - 2015
イベント23rd International Conference on Computers in Education, ICCE 2015 - Hangzhou, 中国
継続期間: 11月 30 201512月 4 2015

出版物シリーズ

名前Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015

その他

その他23rd International Conference on Computers in Education, ICCE 2015
国/地域中国
CityHangzhou
Period11/30/1512/4/15

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ サイエンスの応用
  • 人間とコンピュータの相互作用
  • 教育

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