数据仓库技术在高校教务系统中的应用  

Application of Data Warehouse Technology in College Educational Administration System

作　　者：张维国[1] ZHANG Weiguo(Dean’s Office of Nanjing Institute of Tourism&Hospitality,Nanjing,China,211100)

机构地区：[1]南京旅游职业学院教务处

出　　处：《福建电脑》2019年第9期33-38,共6页Journal of Fujian Computer

基　　金：南京旅游职业学院科研课题“基于流程化管理的教务系统研究与应用”(No.kyc2019xky01)资助

摘　　要：高职院校教务管理系统长期运行中积累了大量的业务管理数据,同时也面临着有效信息缺乏的问题,未能实现对教学管理数据所隐藏的有价值信息进行分析、挖掘。关联规则技术运用到数据仓库中,对教务管理系统中的数据规则进行深入分析、挖掘,构建学生培养模型、成绩预警模型、教学质量评价模型。本文针对挖掘的数据结果进行分析,结合教务管理系统对其进行验证,从而为学校的教学管理提供决策支持,为提升教学质量管理服务。The educational administration management system in higher vocational colleges has accumulated a large amount of business management data over a long period of time.At the same time,it also faces the problem of lack of effective information,which fails to realize the analysis and mining of the valuable information hidden in the teaching management data.Association rule technology is applied to data warehouse.Data in the administration management system were analyzed in depth.Rules in the educational administration data were excavated.Model of student training model,model of early warning of academic achievement,and model of teaching quality evaluation were constructed.In this paper,mining results were also analyzed and verified based on the educational administration management system.As a result,the mining results may be used to provide decision-making support for school teaching management and improve the management of teaching quality.

关 键 词：关联规则 数据仓库 OLAP 数据挖掘 成绩预警 学生培养 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论]