基于决策树算法的Web服务分类

On the Classification of Web Services Based on the Decision Tree Algorithm

Web服务（Web Services）是计算机网络技术研究热点之一,它主要用来研究应用程序在Internet上实现相互操作,拓展应用程序的功能。近年来,电子商务迅速崛起,Web服务数量不断增加,很多Web服务提供的功能是相似的,使得用户难以找到最适合自身需求的Web服务。使用决策树ID3算法,分析影响Web服务功能的质量参数,将其作为属性特征,得到Web服务的分类,帮助用户更好地选择合适的Web服务。

The Web Service is one of the research focuses of the computer network technology. It is mainly used to study the interoperability of the application program and its expanding function in Internet. In recent years, with the rapid rise of e-commerce and the increasing number of Web Services, the functions provided by many Web Services are so similar that it is very difficult for users to find the most suitable Web Service to fulfill their own requirements. By using the ID3 decision tree algorithm and analyzing eight quality parameters affecting the function of Web Service, this paper studies the classification of Web Services by considering the results of the analysis as their attributes for the sake of helping the users to choose the appropriate Web Service.