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The Research of Applying Big Data to Improving Moocs Learning Analytics:An Empirical Study of College Calculus(1/3)
Yang, Stephen J.H.
(PI)
Department of Computer Science and Information Engineering
Overview
Fingerprint
Research output
(2)
Research output
Research output per year
2018
2018
2018
2
Article
Research output per year
Research output per year
2 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
Title
Type
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Article
Search results
2018
Applying learning analytics for the early prediction of students' academic performance in blended learning
Lu, O. H. T., Huang, A. Y. Q., Huang, J. C. H., Lin, A. J. Q., Ogata, H. &
Yang, S. J. H.
,
2018
,
In:
Educational Technology and Society.
21
,
2
,
p. 220-232
13 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Learning Analytics
100%
Student Academic Performance
100%
Blended Learning
100%
Early Prediction
100%
Academic Performance
100%
218
Scopus citations
Predicting students’ academic performance using multiple linear regression and principal component analysis
Yang, S. J. H.
, Lu, O. H. T., Huang, A. Y. Q., Huang, J. C. H., Ogata, H. & Lin, A. J. Q.,
Jan 2018
,
In:
Journal of Information Processing.
26
,
p. 170-176
7 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
Principal Coordinate Analysis (PCoA)
100%
Student Academic Performance
100%
Multiple Linear Regression
100%
Principal Components
100%
Component Analysis
100%
70
Scopus citations