The engagement of university teachers with predictive learning analytics
Predictive learning analytics (PLA) is an educational innovation that has the potential to
enhance the teaching practice and facilitate student learning and success. Yet, the degree of …
enhance the teaching practice and facilitate student learning and success. Yet, the degree of …
Impact of predictive learning analytics on course awarding gap of disadvantaged students in stem
In this work, we investigate the degree-awarding gap in distance higher education by
studying the impact of a Predictive Learning Analytics system, when applying it to 3 STEM …
studying the impact of a Predictive Learning Analytics system, when applying it to 3 STEM …
[HTML][HTML] Predictive learning analytics in online education: A deeper understanding through explaining algorithmic errors
Abstract Existing Predictive Learning Analytics (PLA) systems utilising machine learning
models show they can improve teacher practice and, at the same time, student outcomes …
models show they can improve teacher practice and, at the same time, student outcomes …
Explaining errors in predictions of at-risk students in distance learning education
Despite recognising the importance of transparency and understanding of predictive
models, little effort has been made to investigate the errors made by these models. In this …
models, little effort has been made to investigate the errors made by these models. In this …