Precision education with statistical learning and deep learning: a case study in Taiwan

Precision education with statistical learning and deep learning: a case study in Taiwan

Abstract The low birth rate in Taiwan has led to a severe challenge for many universities to enroll a sufficient number of students. Consequently, a large number of students have been admitted to universities regardless of whether they have an aptitude for academic studies. Early diagnosis of studen...

Full description

Bibliographic Details
Main Authors: Shuo-Chang Tsai, Cheng-Huan Chen, Yi-Tzone Shiao, Jin-Shuei Ciou, Trong-Neng Wu
Format: Article
Language:English
Published: SpringerOpen 2020-04-01
Series:International Journal of Educational Technology in Higher Education
Subjects:
Statistical learning
Machine learning
Deep learning
Dropout
Student background characteristics
Academic performance
Online Access:http://link.springer.com/article/10.1186/s41239-020-00186-2

Internet

http://link.springer.com/article/10.1186/s41239-020-00186-2

Similar Items