TITLE:
Classification of Web Services Using Bayesian Network
AUTHORS:
Ramakanta Mohanty, V. Ravi, M. R. Patra
KEYWORDS:
Web Services; Quality of Services (QoS); Bayesian Network; Naïve Based Bayesian; Markov Blanket and Tabu search
JOURNAL NAME:
Journal of Software Engineering and Applications,
Vol.5 No.4,
April
23,
2012
ABSTRACT: 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.