Course Completion Prediction

Course Completion Prediction is a predictive modeling task in educational data mining that specifically involves forecasting whether a student will successfully finish a given course based on behavioral, demographic, and academic indicators.

121

Publications

7.5K

Citations

351

Authors

160

Institutions

Publications per year

2017–2026

Parents

Dropout Prediction

Publications

121

Data mining in course management systems: Moodle case study and tutorial

Cristóbal Romero, Sebastián Ventura · Computers & Education · 2007 · 1.1K citations

Education, Computer Science, Educational Technology +15

Identifying At-Risk Students in Massive Open Online Courses

Jiazhen He, James Bailey, Benjamin I. P. Rubinstein et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 211 citations · Full text

Education, Educational Technology, Higher Education +17

Discriminating factors between completers of and dropouts from online learning courses

Youngju Lee, Jaeho Choi, Taehyun Kim · British Journal of Educational Technology · 2012 · 207 citations

Education, Educational Psychology, Higher Education +17

Predicting Retention in Online General Education Courses

Libby V. Morris, Sz-Shyan Wu, Catherine Finnegan · American Journal of Distance Education · 2005 · 201 citations

Education, Educational Measurement, Higher Education +17

Students' engagement characteristics predict success and completion of online courses

Tal Soffer, Anat Cohen · Journal of Computer Assisted Learning · 2019 · 199 citations

Education, Educational Technology, Higher Education +17

1–5 of 121

Authors

351

RS
Ryan S. Baker
Columbia University, United States
4 publications · 296 citations
4
h-index
SA
Scott A. Crossley
Georgia State University, United States
3 publications · 229 citations
3
h-index
DS
Danielle S. McNamara
Arizona State University, United States
3 publications · 229 citations
3
h-index
YS
Yifeng Song
University of Virginia, United States
2 publications · 67 citations
2
h-index
RM
Riyadh Mehdi
Ajman University, United Arab Emirates
2 publications · 103 citations
2
h-index

1–5 of 351

Institutions

160

1–8 of 160

Venues

Distance Education
DE · 4 publications · 237 citations
4
h-index
Computers & Education
4 publications · 1.3K citations
4
h-index
The International Review of Research in Open and Distributed Learning
IRRODL · 4 publications · 142 citations
4
h-index
arXiv (Cornell University)
Repository · 3 publications · 203 citations
3
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 3 publications · 344 citations
3
h-index

1–5