基于聚类的大学生能力分级与能力的个性分析

A College Students’ Capability Grading and Individual Capability Analysis Based on Clustering

通过课程群模型的构建,分析了大学生成绩与能力之间隐含的关联性,提出了基于课程群划分的能力量化与分类的多能力分级方法,对大学生的个性能力进行细粒度分析;并通过能力等级分布雷达图,验证了实验的有效性。为高校实现从综合成绩评价到依据能力和素质评价学生提供依据。

Through the construction of course cluster model,the implicit correlation between college students course grades and their capabilities is analyzed.A multi-capability grading method based on the course cluster division is proposed to quantify and classify their capabilities and the fine-grained analysis of the individual capabilities of college students is carried out.The effectiveness of the result is verified by the capability rank distribution radar chart.So this paper can provide reference for colleges to change their student evaluation system from based on overall score to based on both capacity and quality.