Back to Search Start Over

Grey relational analysis of students' behavior in LMS

Authors :
Shun-Jyh Wu
Shu-Ling Lin
Ai-Lun Wu
Source :
ICMLC
Publication Year :
2011
Publisher :
IEEE, 2011.

Abstract

The purpose of this study is to understand how student behave in the online learning environment Moodle. By using Grey relational analysis to understand and to predict students' grades, researchers are interested in understanding if there is any association between students' interactivities and their final grades in Moodle system. We developed online materials for two-semester elementary calculus for the first-year students in college of management of a general University in Taiwan. The current data are collected from the online activities of the first semester, whose topics cover the introductory review through derivatives of exponential and logarithmic functions. Twelve online quizzes are built up to include all important topics of the coverage. GRA results are obtained from this group, so we can understand which online quiz activity is significantly correlated with students' final grades.

Details

Database :
OpenAIRE
Journal :
2011 International Conference on Machine Learning and Cybernetics
Accession number :
edsair.doi...........9252b474f396d7e7702b579b980c6d68
Full Text :
https://doi.org/10.1109/icmlc.2011.6016794