基于SVM的高校学生综合素质评价方法研究  

Research on the Method of Comprehensive Quality Evaluation of College Students Based on SVM

作　　者：杨波 张立娜[2] 林军 王慰祖 薛鹏程 YANG Bo;ZHANG Li-na;LIN Jun;WANG Wei-zu;XUE Peng-cheng(Changchun University of Finance and Economics,Changchun130122,China;Jilin Agricultural University,Changchun130118,China)

机构地区：[1]长春财经学院计算机系,吉林长春130122 [2]吉林农业大学大数据科学系,吉林长春130118

出　　处：《电脑与信息技术》2020年第3期68-70,共3页Computer and Information Technology

基　　金：吉林省教育科学“十三五”规划2019年度课题(项目编号:GH19528)。

摘　　要：高校学生综合素质评价高低往往依赖人的主观性,在评价过程中,通常不会进行严格的理论计算,经常会凭感觉和经验的来进行评价。因此,客观公正准确的评价方法,不仅可以考察生学生的素质发展情况,还可以对自己的弱势点进行有针对性的弥补。文章分析了采用SVM技术,对采集的数据进行分析评价,通过实验证明基于SVM的高校学生素质评价方法评价精度高,结果公正合理,具有实用价值。The evaluation of the comprehensive quality of college students often depends on the subjectivity of people.In the process of evaluation,there is usually no strict theoretical calculation,often by feeling and experience to evaluate.Therefore,an objective,fair and accurate evaluation method can not only investigate the quality development of students,but also make up for their own weak points.This paper analyzes and evaluates the data collected by using SVM technology,and proves that the evaluation method based on SVM has high accuracy,fair and reasonable results and practical value.

关 键 词：综合素质 评价指标 主成分分析 数据库 SVM 

分 类 号：G434[文化科学—教育学] TP315[文化科学—教育技术学]