关联规则在高校学位预警中的应用

Application about Pre-warning in High Education Degree Based on Association Rules

关联规则挖掘算法能发现大量数据中项集之间相关的关联,运用Apriori算法对计算机科学与技术专业某一届毕业生成绩数据进行挖掘,得到了不能授予学位学生的不及格课程规律,这些规律对低年级学生的学习和在学位预警中具有一定的指导意义。

The relevant links of item sets can be found in a large quantity of data based on association rules algorithm. The mark data of computer science and technology graduates is mined by Apriori algorithm. Some laws of failed course for the students which are not awarded degree are found. These laws have some guidance to the study and the pre--warning of degree for the low--grade students.