@inproceedings{dbd33576294547a698d5c6c18485fe53,
title = "Analysis of preview behavior in E-Book system",
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.",
author = "Atsushi Shimada and Fumiya Okubo and Chengjiu Yin and Misato Oi and Kentaro Kojima and Masanori Yamada and Hiroaki Ogata",
year = "2015",
language = "English",
series = "Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015",
publisher = "Asia-Pacific Society for Computers in Education",
pages = "593--600",
editor = "Ying-Tien Wu and Tomoko Kojiri and Kong, {Siu Cheung} and Feiyue Qiu and Hiroaki Ogata and Thepchai Supnithi and Yonggu Wang and Weiqin Chen",
booktitle = "Workshop Proceedings of the 23rd International Conference on Computers in Education, ICCE 2015",
note = "23rd International Conference on Computers in Education, ICCE 2015 ; Conference date: 30-11-2015 Through 04-12-2015",
}