文章基本信息

标题：Classification of Web Services Using Bayesian Network
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作者：Ramakanta Mohanty ; V. Ravi ; M. R. Patra 等
期刊名称：Journal of Software Engineering and Applications
印刷版ISSN：1945-3116
电子版ISSN：1945-3124
出版年度：2012
卷号：5
期号：4
页码：291-296
DOI：10.4236/jsea.2012.54034
出版社：Scientific Research Publishing
摘要：In this paper, we employed Naïve 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 Naïve based Bayesian network performs better than other two techniques comparable to the classification done in literature.
关键词：Web Services; Quality of Services (QoS); Bayesian Network; Naïve Based Bayesian; Markov Blanket and Tabu search