A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education.
Sotiris B. KotsiantisKiriakos PatriarcheasMichalis Nik XenosPublished in: Knowl. Based Syst. (2010)
Keyphrases
- distance education
- distance learning
- ensemble learning
- classifier ensemble
- e learning
- training data
- ensemble classifier
- training set
- online learning
- adult learners
- instructional design
- teaching materials
- distance learning environment
- computer mediated communication
- computer conferencing
- instant messaging
- assisted learning
- adult students
- online collaborative
- decision trees
- online learning environment
- ensemble methods
- continuing education
- higher education
- educational environment
- online teaching
- education programs
- learning process