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Going beyond books to using e-books in education: a systematic literature review of empirical studies
With the development of educational technologies, electronic books (e-books) have been
improved and adapted to cater to new teaching models, as well as to overcome several …
improved and adapted to cater to new teaching models, as well as to overcome several …
Direction of collaborative problem solving-based STEM learning by learning analytics approach
The purpose of this study was to explore the factors that might affect learning performance
and collaborative problem solving (CPS) awareness in science, technology, engineering …
and collaborative problem solving (CPS) awareness in science, technology, engineering …
Learning analytics for e-book-based educational big data in higher education
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 …
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
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 …
offer insight into the learning behavior of high and low performing students. The topic of …
Learning analytics platform in higher education in Japan
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 …
learning management systems and learning analytics tools. In this paper, we introduce …
Real-time learning analytics system for improvement of on-site lectures
Purpose The purpose of this study is to propose a real-time lecture supporting system. The
target of this study is on-site classrooms where teachers give lectures and a lot of students …
target of this study is on-site classrooms where teachers give lectures and a lot of students …
Fine grain synthetic educational data: challenges and limitations of collaborative learning analytics
While data privacy is a key aspect of Learning Analytics, it often creates difficulty when
promoting research into underexplored contexts as it limits data sharing. To overcome this …
promoting research into underexplored contexts as it limits data sharing. To overcome this …
Learning While Working: Course Enrollment Behaviour as a Macro-Level Indicator of Learning Management among Adult Learners.
As the demand for lifelong learning increases, many working adults have turned to online
graduate education in order to update their skillsets and pursue advanced credentials …
graduate education in order to update their skillsets and pursue advanced credentials …
Exploring jump back behavior patterns and reasons in e-book system
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 …
operational log data provide a unique opportunity to analyzing student learning behaviors …
教育ビッグデータの利活用に向けた学習ログの蓄積と分析
緒方広明, 殷成久, 毛利考佑, 大井京… - 教育システム情報 …, 2016 - jstage.jst.go.jp
抄録 Educational Big Data (EBD) and Learning Analytics (LA) have being attracted
enormous attention in recent years. Data collection process is the first step of EBD and LA …
enormous attention in recent years. Data collection process is the first step of EBD and LA …