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基于FP_growth算法的课程相关性的关联规则研究
引用本文:邹竞.基于FP_growth算法的课程相关性的关联规则研究[J].计算机与数字工程,2009,37(6):39-43.
作者姓名:邹竞
作者单位:湖南涉外经济学院,长沙,410205
摘    要:文章探讨了高校专业课程间的相关性问题,通过对数据挖掘中的关联规则挖掘进行研究,将关联规则挖掘应用于高校教务管理数据库,针对学生的成绩数据进行预处理,并利用FP_growth算法较快地挖掘出隐藏在成绩数据之后课程关联性规则,从而得到了一些合理、可靠的课程相关性规则,为高校的专业课程设置和学生选课提供决策依据。

关 键 词:数据挖掘  关联规则  课程相关性  FP_growth算法

Research on Association Rules in the Relative Courses Based on FP_growth Algorithm
Zou Jing.Research on Association Rules in the Relative Courses Based on FP_growth Algorithm[J].Computer and Digital Engineering,2009,37(6):39-43.
Authors:Zou Jing
Affiliation:Hunan International Economics University;Changsha 410205
Abstract:The paper mainly deals with the correlation problems among colleges and universities courses,it applied the association rules mining into the data base of colleges and universities educational administration through the research of the association rule in data mining,it also makes the pretreatment towards the students' scores and uses the FP_growth Algorithm to quickly mine the association rules which is concealed behind the scores' data,and then to get a lot of reasonable and reliable correlations among th...
Keywords:data mining  association rules  correlation among the courses  FP_growth algorithm  
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