Analysis of preview behavior in E-Book system

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationWorkshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015
EditorsYing-Tien Wu, Tomoko Kojiri, Siu Cheung Kong, Feiyue Qiu, Hiroaki Ogata, Thepchai Supnithi, Yonggu Wang, Weiqin Chen
PublisherAsia-Pacific Society for Computers in Education
Pages593-600
Number of pages8
ISBN (Electronic)9784990801472
Publication statusPublished - Jan 1 2015
Event23rd International Conference on Computers in Education, ICCE 2015 - Hangzhou, China
Duration: Nov 30 2015Dec 4 2015

Publication series

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

Other

Other23rd International Conference on Computers in Education, ICCE 2015
CountryChina
CityHangzhou
Period11/30/1512/4/15

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All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Human-Computer Interaction
  • Education

Cite this

Shimada, A., Okubo, F., Yin, C., Oi, M., Kojima, K., Yamada, M., & Ogata, H. (2015). Analysis of preview behavior in E-Book system. In Y-T. Wu, T. Kojiri, S. C. Kong, F. Qiu, H. Ogata, T. Supnithi, Y. Wang, ... W. Chen (Eds.), 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.