融合关联规则挖掘算法的信息化教学管理系统设计

Design of information teaching management system integrating association rule mining algorithm

为提升高校教学管理的水平与效率,设计融合关联规则挖掘算法的信息化教学管理系统。该系统的关键组成部分为客户端、服务器和数据库,客户端和服务器分别负责面向用户的交互功能呈现和系统应用程序的逻辑运行,系统通过创建涵盖教学管理不同方面数据的数据库体系,采用改进关联规则挖掘算法,从系统数据库内挖掘用户各方面教育信息关联数据,并通过客户端主界面为用户提供教学、选课、课程等服务。以某高校信息平台为例测试该系统性能,结果表明,该系统能够实现课程查询功能,客户端兼容性较好,能够应用于各类浏览器及操作系统内,应用性较强,且具有良好的数据挖掘性能。

In order to improve the level and efficiency of teaching management in colleges and universities,an informationbased teaching management system integrating the association rule mining algorithm is designed.The key components of the system are client-side,server and database.The client-side and server are respectively responsible for the presentation of user oriented interactive functions and the logical operation of system application program.The improved association rule mining algorithm is used in the system to mine the association data in each aspect of user's education information from the system database by creating a database system covering the data in different aspects of teaching management,and provide users with services such as teaching,course selection and courses in the main interface of client-side.The performance of the system is tested by taking a university information platform as an example.The results show that the system can achieve the function of course query,its client-side compatibility is good,it can be used in various browsers and operating systems,and it has strong applicability and good data mining performance.