Study of Behavioural Prediction in Online Course
Bhagyashri Ganorkar
Computer Science And Engineering, SGBAU , IN
Anjali Raut
Computer Science And Engineering, SGBAU , IN
Keywords: Predictive Learning Analytics, Social Learning Network, Learning Outcomes Prediction, Behavioural Analysis, Performance Prediction.
Abstract
The educational system is changing day by day. In that e-learning is trending this provides great platform and resources to students. Before online education, the focus is on long term courses where student performance cannot judge quickly. In E-learning the performance of the student is getting quickly. So it is easier to detect where the student is lacking by tracking the behaviour of them. Predictive learning analytics is used to improve the quality of online courses. Prediction is based on quiz scores, exam performance, and beneficial collaboration groups which help instructors to detect student performance which also helps students to increase their knowledge.
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