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Population Behavior Analysis of Chinese University Students via Digital Campus Cards

机译:中国大学生通过数字校园卡的人口行为分析

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The analysis of students' behavior can provide an effective reference for campus construction, as well as the cultivation and management of students' life. In this work, based on the information collected from the digital campus card, we study the correlation between book borrowing behavior and academic achievements, as well as the consuming capability distribution and campus movement trajectory from two different departments in a Chinese university. Specifically, we present a network based method to explore the relationship between the achievement of a student and his study partners. We quantify the diversity of the social circle in terms of students' Study Partner Network by defining a structure entropy. Our findings show that the study buddies of the top students are more diverse in the achievements and students prefer to make study partners with the classmates doing well in study.
机译:学生行为的分析可以为校园建设提供有效的参考,以及学生生活的培养和管理。在这项工作中,根据从数字校园卡收集的信息,我们研究了书籍借贷行为与学术成果之间的相关性,以及来自中国大学两国不同部门的消费能力分布和校园运动轨迹。具体而言,我们提出了一种基于网络的方法来探讨学生和他的研究伙伴的实现之间的关系。我们通过定义结构熵来量化学生研究伙伴网络的社会圈的多样性。我们的调查结果表明,顶级学生的研究伙伴在成就方面更多样化,学生们更喜欢与同学进行学习伙伴,在学习中做得很好。

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