Toward Precision Education: Educational Data Mining and Learning Analytics for Identifying Students' Learning Patterns with Ebook Systems

Precision education is now recognized as a new challenge of applying artificial intelligence, machine learning, and learning analytics to improve both learning performance and teaching quality. To promote precision education, digital learning platforms have been widely used to collect educational re...

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Bibliographic Details
Published in:Educational Technology & Society 2021-01, Vol.24 (1), p.152-163
Main Authors: Yang, Christopher C. Y., Chen, Irene Y. L., Ogata, Hiroaki
Format: Article
Language:English
Subjects:
Accounting
Artificial intelligence
Behavior Patterns
CAI
Clustering
Computer assisted instruction
Data analysis
Data mining
Distance learning
E-books
Ebook learning log
Education
Educational data mining
Electronic Learning
Individualized Instruction
Instructional Materials
Learning Analytics
Learning pattern
Learning Processes
Learning Strategies
Machine learning
Mathematical analysis
Precision education
Special Issue Articles
Students
Subgroups
Undergraduate Students
Virtual environments
Online Access:Get full text
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