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The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study.

, , , , , and . Internet High. Educ., (2020)

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ADA: A System for Automating the Learning Data Analytics Processing Life Cycle., , , , and . EC-TEL, volume 11722 of Lecture Notes in Computer Science, page 714-718. Springer, (2019)Investigating Influence of Demographic Factors on Study Recommenders., , , and . AIED (2), volume 10948 of Lecture Notes in Computer Science, page 150-154. Springer, (2018)Impact of Predictive Learning Analytics on Course Awarding Gap of Disadvantaged Students in STEM., , , and . AIED (2), volume 12749 of Lecture Notes in Computer Science, page 190-195. Springer, (2021)Ouroboros: early identification of at-risk students without models based on legacy data., , and . LAK, page 6-15. ACM, (2017)MLSP: Mining Hierarchically-Closed Multi-Level Sequential Patterns., , , and . ADMA (1), volume 8346 of Lecture Notes in Computer Science, page 157-168. Springer, (2013)Modelling student online behaviour in a virtual learning environment., , , , , and . CoRR, (2018)Implementing predictive learning analytics on a large scale: the teacher's perspective., , , , , and . LAK, page 267-271. ACM, (2017)The scalable implementation of predictive learning analytics at a distance learning university: Insights from a longitudinal case study., , , , , and . Internet High. Educ., (2020)VGEN: Fast Vertical Mining of Sequential Generator Patterns., , , and . DaWaK, volume 8646 of Lecture Notes in Computer Science, page 476-488. Springer, (2014)A large-scale implementation of predictive learning analytics in higher education: the teachers' role and perspective, , , , and . Educational Technology Research and Development, 67 (5): 1273--1306 (Oct 1, 2019)