基于Apriori算法的学生成绩分析在课程关联性的应用研究

Study on the Application of Students' Grades Analysis Based on Apriori Algorithm in Curriculum Relevance

利用Apriori关联规则算法,并借助SPSS Modeler软件,对学生成绩进行深层次分析,挖掘出课程之间的关联性,并对挖掘结果进行详细的分析和说明,这对今后设置课程、制定教学计划、修订人才培养方案、开展教学活动以及学生学习等具有重大的现实与指导意义。

By using the association rule algorithm —— Apriori and using the SPSS Modeler software,the author makes a deep analysis of the students＇ grades,excavates the relevance between courses,and analyzes and explains the excavation results in detail,which is of practical and instructive significance to set up course,make teaching plan,revise talent training program as well as carry out teaching activities and students＇ learning in the future.