基于关联规则挖掘算法的教务管理系统设计

Development of the educational administration system based on association rule mining algorithm

针对当前教务管理系统的信息化需求,结合当前的智能推荐技术,提出一种基于关联规则挖掘算法的教务管理系统。基于软件工程设计思想,首先对系统的功能需求进行分析;然后从逻辑架构、网络拓扑结构、功能设计等方面对系统进行初步设计,并结合Apriori算法原理,提出了基于兴趣度的关联规则算法模型。最后,给出了该系统的登录界面和课程推荐界面。

In view of the information requirement of the current educational administration system and the current intelligent recommendation technology,it introduces a kind of educational administration system based on association rules mining algorithm.Based on the idea of software engineering design,it analyzes the functional requirements of the system,designs the system such as logical architecture,network topology and function model,proposes the model of association rules algorithm based on the degree of interest in combination with the principle of Apriori algorithm.Finally,it shows the login interface and recommended interface of the system.