Learning behavioral pattern analysis based on students' logs in reading digital books

Chengjiu Yin, Noriko Uosaki, Hui Chun Chu, Gwo Jen Hwang, Gi Zen Liu, Jau Jian Hwang, Itsuo Hatono, Etsuko Kumamoto, Yoshiyuki Tabata

研究成果: 著書/レポートタイプへの貢献会議での発言

12 引用 (Scopus)

抄録

In this paper, we presented a study developing a digital textbook system, which could be used anywhere, anytime. An experiment was conducted using the developed system to collect students' learning logs for analyzing their behavioral patterns on an Educational Technology course for graduate students. In the experiment, we assigned the students to read an academic English journal article. The lag-sequential analysis method was employed to analyze and infer their behavioral patterns. Several interesting behavioral patterns were found from the analysis results. The findings are helpful to the improvement of the digital textbook system; moreover, some behavioral patterns could provide helpful references for teachers to improve teaching materials in the future.

元の言語英語
ホスト出版物のタイトルProceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings
編集者Ahmad Fauzi Mohd Ayub, Antonija Mitrovic, Jie-Chi Yang, Su Luan Wong, Wenli Chen
出版者Asia-Pacific Society for Computers in Education
ページ549-557
ページ数9
ISBN(印刷物)9789869401265
出版物ステータス出版済み - 1 1 2017
イベント25th International Conference on Computers in Education, ICCE 2017 - Christchurch, ニュージ―ランド
継続期間: 12 4 201712 8 2017

出版物シリーズ

名前Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings

その他

その他25th International Conference on Computers in Education, ICCE 2017
ニュージ―ランド
Christchurch
期間12/4/1712/8/17

Fingerprint

Textbooks
Students
textbook
learning
Educational technology
student
teaching materials
experiment
educational technology
Teaching
Experiments
graduate
teacher
sequential analysis

All Science Journal Classification (ASJC) codes

  • Computer Science (miscellaneous)
  • Computer Science Applications
  • Information Systems
  • Hardware and Architecture
  • Education

これを引用

Yin, C., Uosaki, N., Chu, H. C., Hwang, G. J., Liu, G. Z., Hwang, J. J., ... Tabata, Y. (2017). Learning behavioral pattern analysis based on students' logs in reading digital books. : A. F. Mohd Ayub, A. Mitrovic, J-C. Yang, S. L. Wong, & W. Chen (版), Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings (pp. 549-557). (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings). Asia-Pacific Society for Computers in Education.

Learning behavioral pattern analysis based on students' logs in reading digital books. / Yin, Chengjiu; Uosaki, Noriko; Chu, Hui Chun; Hwang, Gwo Jen; Liu, Gi Zen; Hwang, Jau Jian; Hatono, Itsuo; Kumamoto, Etsuko; Tabata, Yoshiyuki.

Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. 版 / Ahmad Fauzi Mohd Ayub; Antonija Mitrovic; Jie-Chi Yang; Su Luan Wong; Wenli Chen. Asia-Pacific Society for Computers in Education, 2017. p. 549-557 (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).

研究成果: 著書/レポートタイプへの貢献会議での発言

Yin, C, Uosaki, N, Chu, HC, Hwang, GJ, Liu, GZ, Hwang, JJ, Hatono, I, Kumamoto, E & Tabata, Y 2017, Learning behavioral pattern analysis based on students' logs in reading digital books. : AF Mohd Ayub, A Mitrovic, J-C Yang, SL Wong & W Chen (版), Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings, Asia-Pacific Society for Computers in Education, pp. 549-557, 25th International Conference on Computers in Education, ICCE 2017, Christchurch, ニュージ―ランド, 12/4/17.
Yin C, Uosaki N, Chu HC, Hwang GJ, Liu GZ, Hwang JJ その他. Learning behavioral pattern analysis based on students' logs in reading digital books. : Mohd Ayub AF, Mitrovic A, Yang J-C, Wong SL, Chen W, 編集者, Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. Asia-Pacific Society for Computers in Education. 2017. p. 549-557. (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).
Yin, Chengjiu ; Uosaki, Noriko ; Chu, Hui Chun ; Hwang, Gwo Jen ; Liu, Gi Zen ; Hwang, Jau Jian ; Hatono, Itsuo ; Kumamoto, Etsuko ; Tabata, Yoshiyuki. / Learning behavioral pattern analysis based on students' logs in reading digital books. Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings. 編集者 / Ahmad Fauzi Mohd Ayub ; Antonija Mitrovic ; Jie-Chi Yang ; Su Luan Wong ; Wenli Chen. Asia-Pacific Society for Computers in Education, 2017. pp. 549-557 (Proceedings of the 25th International Conference on Computers in Education, ICCE 2017 - Main Conference Proceedings).
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