Analysis of preview behavior in E-Book system

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

研究成果: 著書/レポートタイプへの貢献会議での発言

2 引用 (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.

元の言語英語
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
出版者Asia-Pacific Society for Computers in Education
ページ593-600
ページ数8
ISBN(電子版)9784990801472
出版物ステータス出版済み - 1 1 2015
イベント23rd International Conference on Computers in Education, ICCE 2015 - Hangzhou, 中国
継続期間: 11 30 201512 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
中国
Hangzhou
期間11/30/1512/4/15

Fingerprint

quiz
Students
learning
Learning systems
behavior analysis
learning behavior
student
methodology
management

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Human-Computer Interaction
  • Education

これを引用

Shimada, A., Okubo, F., Yin, C., Terai, M., Kentaro, K., Yamada, M., & Ogata, H. (2015). Analysis of preview behavior in E-Book system. : Y-T. Wu, T. Kojiri, S. C. Kong, F. Qiu, H. Ogata, T. Supnithi, Y. Wang, ... W. Chen (版), Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015 (pp. 593-600). (Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015). Asia-Pacific Society for Computers in Education.

Analysis of preview behavior in E-Book system. / Shimada, Atsushi; Okubo, Fumiya; Yin, Chengjiu; Terai, Misato; Kentaro, Kojima; Yamada, Masanori; Ogata, Hiroaki.

Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015. 版 / Ying-Tien Wu; Tomoko Kojiri; Siu Cheung Kong; Feiyue Qiu; Hiroaki Ogata; Thepchai Supnithi; Yonggu Wang; Weiqin Chen. Asia-Pacific Society for Computers in Education, 2015. p. 593-600 (Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015).

研究成果: 著書/レポートタイプへの貢献会議での発言

Shimada, A, Okubo, F, Yin, C, Terai, M, Kentaro, K, Yamada, M & Ogata, H 2015, Analysis of preview behavior in E-Book system. : Y-T Wu, T Kojiri, SC Kong, F Qiu, H Ogata, T Supnithi, Y Wang & W Chen (版), Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015. Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015, Asia-Pacific Society for Computers in Education, pp. 593-600, 23rd International Conference on Computers in Education, ICCE 2015, Hangzhou, 中国, 11/30/15.
Shimada A, Okubo F, Yin C, Terai M, Kentaro K, Yamada M その他. Analysis of preview behavior in E-Book system. : Wu Y-T, Kojiri T, Kong SC, Qiu F, Ogata H, Supnithi T, Wang Y, Chen W, 編集者, Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015. Asia-Pacific Society for Computers in Education. 2015. p. 593-600. (Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015).
Shimada, Atsushi ; Okubo, Fumiya ; Yin, Chengjiu ; Terai, Misato ; Kentaro, Kojima ; Yamada, Masanori ; Ogata, Hiroaki. / Analysis of preview behavior in E-Book system. 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. Asia-Pacific Society for Computers in Education, 2015. pp. 593-600 (Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015).
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