DocumentCode :
3222486
Title :
Bayesian network based services recommendation
Author :
Wu, Jian ; Liang, Qianhui ; Jian, Hengyi
Author_Institution :
Coll. of Comput. Sci., Zhejiang Univ., Hangzhou, China
fYear :
2009
fDate :
7-11 Dec. 2009
Firstpage :
313
Lastpage :
318
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 :
Web services; belief networks; probability; Bayesian network; Web service composition; composite service; optimal service sequence; probability; services recommendation; Bayesian methods; Computer network management; Computer science; Costs; Educational institutions; Information management; Management information systems; Quality of service; Robustness; Web services; Bayesian Network; Service recommendation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Services Computing Conference, 2009. APSCC 2009. IEEE Asia-Pacific
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5338-2
Electronic_ISBN :
978-1-4244-5336-8
Type :
conf
DOI :
10.1109/APSCC.2009.5394105
Filename :
5394105
Link To Document :
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