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Academic Performance Prediction Associated with Synchronous Online Interactive Learning Behaviors Based on the Machine Learning Approach
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Guiqin Liang; Chunsong Jiang; Qiuzhe Ping; Xinyi Jiang – Interactive Learning Environments, 2024
With long-term impact of COVID-19 on education, online interactive live courses have been an effective method to keep learning and teaching from being interrupted, attracting more and more attention due to their synchronous and real-time interaction. However, there is no suitable method for predicting academic performance for students…
Descriptors: Academic Achievement, Prediction, Engineering Education, Online Courses
Towards a Framework of Interactions in a Blended Synchronous Learning Environment: What Effects Are There on Students' Social Presence Experience?
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Szeto, Elson; Cheng, Annie Y. N. – Interactive Learning Environments, 2016
A synchronous blend of online learning and "face-to-face" teaching is becoming a feasible instructional approach in higher education with the advent of technology. Although this learning mode is not new in higher education, little research has been done to contextualise social presence experiences in which effects of interactions were…
Descriptors: Blended Learning, Synchronous Communication, Computer Mediated Communication, Electronic Learning