Exercise makes better mind: a data mining study on effect of physical activity on academic achievement of college students
Shuang Du,
Hang Hu,
Kaiwen Cheng
et al.
Abstract:The effect of physical activity (PA) on academic achievement has long been a hot research issue in physical education, but few studies have been conducted using machine learning methods for analyzing activity behavior. In this paper, we collected the data on both physical activity and academic performance from 2,219 undergraduate students (Mean = 19 years) over a continuous period of 12 weeks within one academic semester. Based on students’ behavioral indicators transformed from a running APP interface and the… Show more
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