基于SPSS Modeler和Oracle的学生行为数据分析

Analysis of Student Behavior Based on SPSS Modeler and Oracle

随着校园信息化程度的日益提高。学校积累了大量的学生数据,如何充分利用这些数据,获取其中蕴藏的价值,已经成为大数据时代面临的主要任务。基于数据挖掘工具SPSS Modeler和Oracle数据库对校园＂一卡通＂数据进行分析,挖掘出学生消费习惯、奖学金和助学金之间的关系,从而使学校相关管理部门从中受益。

Along with the increasing degree of informatization campus, the school has accumulated a large number of data.How tomake full use of these data to obtain the value of them has become the main task in the era of big data. Based on Data Mining toolsSPSS Modeler and Oracle DB, the campus data of one card solution are analyzed, and the relationship between students＇ consump-tion habits, scholarships and grants is excavated so that the relevant management departments of the school will benefit from it.