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Population Behavior Analysis of Chinese University Students via Digital Campus Cards

机译:基于数字校园卡的中国大学生人口行为分析

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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:对学生行为的分析可以为校园建设以及学生生活的培养和管理提供有效的参考。在这项工作中,基于从数字校园卡收集的信息,我们研究了借书行为与学业成绩之间的相关性,以及中国大学两个不同部门的消费能力分布和校园运动轨迹。具体来说,我们提出了一种基于网络的方法来探索学生及其学习伙伴的成就之间的关系。通过定义结构熵,我们根据学生的学习伙伴网络来量化社交圈的多样性。我们的发现表明,成绩最好的学生的学习伙伴更加多样化,并且学生更愿意与学习成绩好的同学成为学习伙伴。

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