A Quest for a One-Size-Fits-All Neural Network: Early Prediction of Students at Risk in Online Courses
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Learning Technologies"
DOI: 10.1109/tlt.2019.2911068
Abstract: A significant amount of research effort has been put into finding variables that can identify students at risk based on activity records available in learning management systems (LMS). These variables often depend on the context,… read more here.
Keywords: course; students risk; quest one; prediction students ... See more keywords
Early Prediction of Students’ Final Grades in a Gamified Course
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Learning Technologies"
DOI: 10.1109/tlt.2022.3170494
Abstract: The main challenge in higher education is student retention. While many methods have been proposed to overcome this challenge, early and continuous feedback can be very effective. In this article, we propose a method for… read more here.
Keywords: final grades; prediction students; course; early prediction ... See more keywords