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1 Introduction Learning analytics (LA) tools are commonly created with the aim of directly supporting educational stakeholders, such as educators and students, by enabling informed decision-making and personalised learning experiences based on insights from learning data (Jivet et al. 2018). For example, existing LA-based tools use learner engagement data to help students revise their work through automatic feedback (e.g., nStudy Zheng et al.
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