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In learning analytics, early alert systems refers to systems that use student data to flag at-risk students during a course and trigger outreach or feedback before they fail. This meaning comes from Arnold (2012) in Proceedings of the 2nd International Conference on Learning Analytics and Knowledge.[1]
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