[1]朱云峰,韩树河,王海.因子分析和聚类分析法在高职本科分段培养转段考核中的应用[J].武汉职业技术学院学报,2015,(06):43-47.
　ZHU Yun-feng HAN Shu-he WANG Hai.On Use of Factor Analysis and Cluster Analysis in Evaluating Higher Vocational College Graduates’ Qualification for Upgrading to Academic Program[J].Journal of Wuhan Polytechnic,2015,(06):43-47.
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因子分析和聚类分析法在高职本科分段培养转段考核中的应用()

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《武汉职业技术学院学报》[ISSN:1006-6977/CN:61-1281/TN]

Title:: On Use of Factor Analysis and Cluster Analysis in Evaluating Higher Vocational College Graduates’ Qualification for Upgrading to Academic Program

Author(s):: ZHU Yun-feng HAN Shu-he WANG Hai; Nantong Shipping College, Nantong 226010, China

Keywords:: factor analysis; cluster analysis; upgrade examination; comprehensive quality evaluation

摘要:: 以往的学生综合素质测评过程往往是对学生各项成绩进行加权处理，不能准确地评价学生的综合素质，不能准确地表述出学生能力的优缺点。应用因子分析和聚类分析的方法对南通航运职业技术学院物流管理专业“3+2”学生在专科阶段的各类考核成绩的分析表明，因子分析方法可以更为客观地综合评价一个学生综合素质，聚类分析方法有利于群体的属性总结和个体的判断及划分，为判断学生是否适合进入本科阶段的学习提供一定的参考依据。

Abstract:: The paper points out that the former evaluation method, in which students’ comprehensive quality are simply assessed according to the weighted exam marks of all courses, could not precisely reflect students’ strength and weakness in learning faculty. In this research, factor and cluster analysis is used to process the marks of graduates majoring in logistics of Nantong Shipping College. It is shown that results from factor analysis could be more objectively reflect the comprehensive quality while cluster analysis is more helpful in identifying the group’s attributes, judging the ability, categorizing different students, and offering some reference frames to judge whether the student is qualified for upgrading to the academic program.

[1]赖声裕智.四川省城市人力资源产业的综合评价研究——基于主成分分析和聚类分析[J].武汉职业技术学院学报,2017,(05):65.
　LAI Sheng-yu-zhi.Study on Comprehensive Evaluation of Urban Human Resource Industry in Sichuan Province-Based on Principal Component Analysis and Cluster Analysis[J].Journal of Wuhan Polytechnic,2017,(06):65.
[2]周成,江海旭.基于层次分析法的旅游动机形成因子分析[J].武汉职业技术学院学报,2012,(05):103.
　ZHOU Cheng,JIANG Hai-xu,Factor Analysis of Tourism Motivation Based on Analytic Hierarchy Process[J].Journal of Wuhan Polytechnic,2012,(06):103.
[3]周蜜.“工匠精神”研究文献的聚类分析与趋势展望[J].武汉职业技术学院学报,2021,(01):26.
　[J].Journal of Wuhan Polytechnic,2021,(06):26.
[4]冯涛,张宁.基于因子分析和聚类分析的湖北省城市竞争力研究比较[J].武汉职业技术学院学报,2017,(01):40.
　FING Tao ZHANG Ning.A Comparative Study on Urban Competitiveness of Hubei Province Based on Factor Analysis and Cluster Analysis[J].Journal of Wuhan Polytechnic,2017,(06):40.

备注/Memo:: 收稿日期：2015-09-17 基金项目：2013年江苏省高等教育教改研究课题“高职本科分段培养课程体系衔接的理论与实践研究”（项目编号：2013JSJG381）；2014年南通航运职业技术学院教改研究课题“‘大数据’时代学院专业结构优化的分析与研究“（项目编号：HYJY∕2014C16）。作者简介：朱云峰（1982-），男，江苏南通人，硕士，南通航运职业技术学院管理信息系讲师，研究方向：计算机应用技术、高职现代化教育教学；韩树河（1981-），男，黑龙江哈尔滨人，硕士，南通航运

更新日期/Last Update: 2015-12-30