Social and Behavioral Sciences Commons^™

Using Data Mining For Predicting Relationships Between Online Question Theme And Final Grade, M'Hammed Abdous, Wu He, Cherng-Jyh Yen

Information Technology & Decision Sciences Faculty Publications

As higher education diversifies its delivery modes, our ability to use the predictive and analytical power of educational data mining (EDM) to understand students' learning experiences is a critical step forward. The adoption of EDM by higher education as an analytical and decision making tool is offering new opportunities to exploit the untapped data generated by various student information systems (SIS) and learning management systems (LMS). This paper describes a hybrid approach which uses EDM and regression analysis to analyse live video streaming (LVS) students' online learning behaviours and their performance in their courses. Students' participation and login frequency, as …