Abstract
This study contains two major parts. First, this study proposed a generic model for Educational Data Ming (EDM) studies by reviewing EDM literature and the existing data mining model. Second, the procedures of the EDM model are demonstrated with a case study approach. The case study results showed patterns and relationships discovered from the EDM model that could be applied to improve online teaching and learning and to predict students’ academic performances.
| Original language | American English |
|---|---|
| Journal | Journal of Educational Technology Development and Exchange |
| State | Published - 1 Dec 2012 |
Keywords
- education data mining
- educational data mining model
- clustering
- association rules
- decision tree
EGS Disciplines
- Instructional Media Design
- Online and Distance Education