数据挖掘技术在教务管理实践中的应用研究

Research on the application of data mining in teaching affairs management system

随着计算机技术的进步,数据挖掘技术在许多行业得到大力应用,而在教务管理方面,面对海量的数据,数据挖掘技术的研究尚处于初步阶段。基于目前教务管理系统在处理海量数据方面存在的不足,将数据挖掘技术应用于高校教务管理系统的开发上,提出了基于数据挖掘的教务管理系统模型。该模型子系统主要有:数据库设计、数据仓库设计、数据模型建立、数据系统实现等,并验证了系统运行的稳定性和适应性。通过实例分析可知,该系统的应用,可以使得教务管理效率得到极大提高。

With the development of computer technology, data mining technology has been applied widely in many industries, but in educational administration area, facing the massive data, data mining technology is still in the initial stage. In this study, based on the lack of educational administration management system in treating massive data, the data mining technology is applied in the system of educational administration, and an educational administration management system model based on data mining is put up. The sub systems mainly conclude： the database design, the data warehouse design, the establishment of data model, the realization of data system, the system＇s stability and adaptability is also verified. Through the example analysis, the application of the system, can make the educational administration management efficiency be improved by more than 90%.