| 基于随机森林的大学生中途调换宿舍因素挖掘 |
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| 作者姓名： | 徐丹 陈子晴 孙盼盼 蒋剑军 |
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| 作者单位： | 铜陵学院数学与计算机学院 |
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| 基金项目： | 安徽省级质量工程立项项目(2019jxtd105);安徽省大学生创新训练项目(s201910383290) |
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| 摘 要： | 宿舍是构成大学的细胞,宿舍健康才能确保大学的平安.宿舍健康与否取决于宿舍成员之间的人际关系.当宿舍成员之间因生活习惯有差异、作息时间不协调、个性品格不符合等出现矛盾时,便会有成员申请调换宿舍.学校为了便于管理,对中途调换宿舍有比较严苛的条件和要求.本文以影响中途申请调换宿舍因素调查为主题,在调查数据的基础上应用随机森林挖掘影响大学生中途调换宿舍的主要因素,并应用社会网络分析挖掘主要因素间内蕴的交互关系,为学校和大学生中途申请调换宿舍提供基于数据的依据和建议.
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| 关 键 词： | 大学生中途申请调换宿舍 影响因素 随机森林 社会网络 |
Factors Mining&Interactive Network Analysis in College Students Switching Dormitories Halfway Based on Random Forest |
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| Authors: | XU Dan CHEN Ziqing SUN Panpan JIANG Jianjun |
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| Institution: | (School of Mathematical and Computer Sciences of Tongling University,Tongling,Anhui 244061) |
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| Abstract: | Dormitories are the cells making up a university,only they are healthy can ensure the safety of the university.Whether the dormitories are healthy or not is decided by the interpersonal relationships among the dormitory members.When the contradiction between dormitory members due to differences in living habits and customs,uncoordinated work and rest time and inconformity of personality and character arises,the dormitory members might apply for switching their dormitories.For the university,there are strict conditions and requirements for switching dormitories halfway in convenience for management.This article focuses on the investigation of the factors affecting the application for switching dormitories halfway,based on the basis of investigation data,explores the main factors influencing college students to switch their dormitories halfway by making use of Random Forest,as well as discovers the interactive relationships between the main factors through social network analysis,so as to provide the basis and proposals based on the data for universities and college students to apply for switching dormitories halfway. |
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| Keywords: | college students apply for switching dormitories halfway influence factors random forest social network |
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