An Educational Data Mining Model for Online Teaching and Learning [Jui-Long Hung, Kerry Rice, and Anthony Saba]

  • 发布日期2012-12-04
  • 浏览次数3494

Jui-Long Hung, Kerry Rice, and Anthony Saba

 

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.

 

Keywords: education data mining, educational data mining model, clustering, association rules, decision tree

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地址:中国·北京·清华大学建筑馆北三层 邮编:100084 清华大学教育技术研究所 版权所有 2012.9