关联规则在高校学生成绩分析中的应用  

Application of association rules to the college studentsgrade analysis

作　　者：杨巍巍[1,2] 

机构地区：[1]黑龙江外国语学院,黑龙江哈尔滨150025 [2]黑龙江工程学院计财处,黑龙江哈尔滨150050

出　　处：《黑龙江工程学院学报》2013年第3期67-70,共4页Journal of Heilongjiang Institute of Technology

基　　金：黑龙江省教育厅科学技术研究项目(12513058)

摘　　要：介绍数据挖掘与关联规则的基本理论以及关联规则的Apriori算法在考试系统中的具体应用,通过对某校计算机专业的考试成绩进行分析,挖掘出某些课程对其他课程的影响程度,找出课程之间的联系,指导学科教学计划与课时安排,促进教学质量的提高。It presents the basic theory of data mining and association rules and the application of Apriori algorithm to the examination system. Through analysis on the examination results of computer major in one university, the extent of impact of some courses on the other courses will be obtained, and the relations between the courses will be found out, which can be used to guide the teaching planning and scheduling and improve the teaching quality.

关 键 词：关联规则 APRIORI算法 成绩分析 

分 类 号：TP301.6[自动化与计算机技术—计算机系统结构]