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- W3039390210 abstract "Understanding the effect of learning behavior is fundamental to improving learning outcomes. In this paper, we perform a behavioral analysis based on data from a large high-stakes exam preparation platform. By measuring the importance of a set of candidate learning behaviors in predicting final exam outcomes, we identify a suite of beneficial behaviors. In particular, we find that breadth (wide coverage of content per week) and intensity together with consistency (frequent and equal-length practice for a limited period) are most predictive of final exam success rate, among eleven studied behaviors." @default.
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- W3039390210 date "2020-01-01" @default.
- W3039390210 modified "2023-09-23" @default.
- W3039390210 title "Identifying Beneficial Learning Behaviors from Large-Scale Interaction Data" @default.
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- W3039390210 doi "https://doi.org/10.1007/978-3-030-52240-7_67" @default.
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