Title

Bayesian Network Based Services Recommendation

Publication Type

Conference Proceeding Article

Publication Date

12-2009

Abstract

Nowadays, how to efficiently compose Web services has become a hotspot. In this paper, we introduce a method of recommending an optimal service sequence based on the original service sequence for a composite service. This method uses a Bayesian-based approach and selects the service sequence that has the largest probability as the best choice. Compared with existing methods, this method has two advantages: firstly, service sequences recommended by this method are robust; secondly, this method produces a composite service with a high quality and it does this efficiently. We have conducted experiments to illustrate how our work helps facilitate Web service composition.

Keywords

Bayesian Network, Service recommendation

Discipline

Computer Sciences | Numerical Analysis and Scientific Computing

Research Areas

Information Systems and Management

Publication

IEEE Asia-Pacific Services Computing Conference

ISBN

9781424453382

Identifier

10.1109/APSCC.2009.5394105

Publisher

IEEE

Additional URL

http://dx.doi.org/10.1109/APSCC.2009.5394105