Classification of Web Services Using Bayesian Network

• 作者: M. R. Patra Ramakanta Mohanty V. Ravi
• 来源期刊: 软件工程与应用(英文)
• 学科: 工学
• 关键词: Web SERVICES Quality of SERVICES (QoS) BAYESIAN Network Na?ve Based BAYESIAN MARKOV BLANKET and Tabu SEARCH
• 年，卷（期）: 2012,（4）
• 页码范围: 291-296
• 页数: 6页
• 分类号: TP39

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.