软件系统信息架构的自动分类设计

Research on Automatic Clustering Design of Software System Information Architecture

为了优化软件系统设计初期的信息架构分类工作流程,提升软件设计和后期维护的效率,以多媒体视频广告屏幕控制系统为例,提出了对信息架构各功能对象特征词添加属性访问权值,使其向量化,然后采用层次聚类算法来实现将功能对象进行自动划分的设计方法.实验结果表明,采用层次聚类算法来实现软件系统信息架构的自动分类具有可行性,能够有效提高软件系统信息架构设计开发的效率.

In order to optimize the information architecture classification workflow in the early stage of software system design and improve the efficiency of software design and post maintenance,it is proposed to add attribute access weights to the feature words of each functional object of information architecture,make it vectorized,and then adopt hierarchical clustering algorithm to achieve automatic division of design methods for functional objects.Experiments show that it is feasible to use hierarchical clustering algorithm to realize automatic classification of software system information architecture,which can effectively improve the efficiency of software system information architecture design and development,and provide reference for intelligent software to automatically generate information architecture.