The contribution of data-driven technologies in achieving the sustainable development goals

N Bachmann, S Tripathi, M Brunner, H Jodlbauer - Sustainability, 2022 - mdpi.com
The United Nations' Sustainable Development Goals (SDGs) set out to improve the quality of
life of people in developed, emerging, and develo** countries by covering social and …

Learning analytics for e-book-based educational big data in higher education

H Ogata, M Oi, K Mohri, F Okubo, A Shimada… - Smart sensors at the IoT …, 2017 - Springer
This study provides an overview of the educational big data research project at Kyushu
University, Japan. This project uses an e-book system called BookLooper, which allows …

Early-warning prediction of student performance and engagement in open book assessment by reading behavior analysis

B Flanagan, R Majumdar, H Ogata - International Journal of Educational …, 2022 - Springer
Digitized learning materials are a core part of modern education, and analysis of the use can
offer insight into the learning behavior of high and low performing students. The topic of …

Learning analytics platform in higher education in Japan

B Flanagan, H Ogata - Knowledge Management & E …, 2018 - repository.kulib.kyoto-u.ac.jp
In recent years, learning analytics has become a hot topic with many institutes deploying
learning management systems and learning analytics tools. In this paper, we introduce …

Exploring jump back behavior patterns and reasons in e-book system

B Ma, M Lu, Y Taniguchi, S Konomi - Smart Learning Environments, 2022 - Springer
With the increasing use of digital learning materials in higher education, the accumulated
operational log data provide a unique opportunity to analyzing student learning behaviors …

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 …