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Wagner, Kerstin; Merceron, Agathe; Sauer, Petra; Pinkwart, Niels – International Educational Data Mining Society, 2023
In this paper, we present an extended evaluation of a course recommender system designed to support students who struggle in the first semesters of their studies and are at risk of dropping out. The system, which was developed in earlier work using a student-centered design and which is based on the explainable k-nearest neighbor algorithm,…
Descriptors: College Freshmen, At Risk Students, Dropouts, Dropout Programs
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Mac Iver, Martha Abele – Journal of Education for Students Placed at Risk, 2011
This 5-year longitudinal randomized study focused on the effects of a dropout prevention program implemented at two urban high schools. The program incorporated the characteristics of personalization found in previous research to have some positive effects, and typical of the type of programs implemented in many high schools nationwide. The…
Descriptors: Longitudinal Studies, Urban Schools, High Schools, Dropout Programs