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Process mining methods have in recent years enabled the development of more sophisticated process models which represent and detect a broader range of student behaviors than was previously possible. This paper summarizes key process mining perspectives that have supported student modeling efforts, discussing also the specific constructs that have been modeled with the use of educational process mining and key upcoming directions that are needed for educational process mining research to reach its full potential.
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