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Online and Distance Education Commons

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Educational Technology Faculty Publications and Presentations

2012

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Full-Text Articles in Online and Distance Education

An Educational Data Mining Model For Online Teaching And Learning, Jui-Long Hung, Kerry Rice, Anthony Saba Dec 2012

An Educational Data Mining Model For Online Teaching And Learning, Jui-Long Hung, Kerry Rice, Anthony Saba

Educational Technology Faculty Publications and Presentations

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.