Exploring the relationships between reading behavior patterns and learning outcomes based on log data from e-books: A human factor approach

C Yin, M Yamada, M Oi, A Shimada… - … Journal of Human …, 2019 - Taylor & Francis
Online learning environments presently accumulate large amounts of log data. Analysis of
learning behaviors from these log data is expected to benefit instructors and learners. This …

EBook interaction logs as a tool in predicting learner performance in reading

AAMH Al-Ahdal - Asiatic: IIUM Journal of English Language …, 2020 - journals.iium.edu.my
The present study assessed the effectiveness of ebook interaction logs in the reading
performance of Saudi EFL learners. It employed an experimental research design to a total …

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

C Yin, N Uosaki, HC Chu, GJ Hwang… - Proceedings of the …, 2017 - researchgate.net
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 …

[PDF][PDF] Identifying and analyzing the learning behaviors of students using e-books

C Yin, F Okubo, A Shimada, M Oi… - Proc. of the 22nd …, 2015 - academia.edu
Analyses on students' learning behaviors comprise an important thrust in education
research. This study focused on e-books system used in the classroom and this system …

Roles and Strategies of Learning Analytics in the e-Publication Era.

C Yin, GJ Hwang - Knowledge Management & E-Learning, 2018 - ERIC
E-books have been introduced to educational institutions in many countries. The use of e-
books in traditional classrooms enables the recording of learning logs. Recently …

[PDF][PDF] Analyzing the features of learning behaviors of students using e-books

C Yin, F Okubo, A Shimada, M Oi… - … on Computer in …, 2015 - academia.edu
The analysis of learning behavior and identification of learning style from learning logs are
expected to benefit instructors and learners. This study describes methods for processing …

Analyzing learning patterns based on log data from digital textbooks

K Mouri, Z Ren, N Uosaki, C Yin - International Journal of Distance …, 2019 - igi-global.com
The analysis of learning behaviors from the log data of digital textbooks is beneficial for
improving education systems. The focus of discussion in any analysis of learning behaviors …

Learning Behavioral Pattern Analysis Based on Digital Textbook Reading Logs

C Yin, Z Ren, A Polyzou, Y Wang - … Conference, DAPI 2019, Held as Part …, 2019 - Springer
Since various features have different degrees of association with learning outcome, it is
necessary to evaluate each feature by giving a reasonable weight. In this paper, we propose …

The application of weighted co‐occurring keywords time gram in academic research temporal sequence discovery

S Li, Y Sun - Proceedings of the American Society for …, 2013 - Wiley Online Library
The discovery and visualization of temporal sequence of personalized academic research
can enhance the ability for discovering the latent trend of interests to information seekers. In …

Predicting future ranking of online novels based on collective intelligence

K Shimizu, E Ito, S Hirokawa - … (The Third Int'l Conf on …, 2013 - catalog.lib.kyushu-u.ac.jp
ABSTRACT A large number of novels are being uploaded as online novels. The present
paper proposes a ranking algorithm based on the users' favorite lists (bookmarks). Empirical …