Classification of Web Services Using Bayesian Network

作     者：Ramakanta Mohanty V.Ravi M.R.Patra 

作者机构：Computer Science DepartmentMLR Institute of TechnologyHyderabadIndia Institute for Development and Research in Bank-ing TechnologyHyderabadIndia Computer Science DepartmentBerhampur UniversityBerhampurIndia 

出 版 物：《Journal of Software Engineering and Applications》 (软件工程与应用（英文）)

年 卷 期：2012年第5卷第4期

页      面：291-296页

学科分类：081203[工学-计算机应用技术] 08[工学] 0835[工学-软件工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

主　　题：Web Services Quality of Services (QoS) Bayesian Network Naive Based Bayesian Markov Blanket and Tabu search 

摘      要：In this paper, we employed Na?ve Bayes, Markov blanket and Tabu search to rank web services. The Bayesian Network is demonstrated on a dataset taken from literature. The dataset consists of 364 web services whose quality is described by 9 attributes. Here, the attributes are treated as criteria, to classify web services. From the experiments, we conclude that Na?ve based Bayesian network performs better than other two techniques comparable to the classification done in literature.