Title :
A Mechanism for Web Service Selection and Recommendation Based on Multi-QoS Constraints
Author :
Li, Shao-Chong ; Chen, Hao-Peng ; Chen, Xi
Author_Institution :
Sch. of Software, Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Service-Oriented Architecture (SOA) provides a flexible framework for service composition. In a service market scenario, given a functional description of service, different providers may offer diverse service implementations that match such a functional description, but differ for some QoS attributes. It is increasingly vital to provide a service selection and recommendation mechanisms that best meet the QoS requirements of the service user. Different from most of the existing approaches to service selection, we consider a Web service selection and ranking mechanism with multi-QoS attributes, focusing on simulating degree of consumer satisfaction and hypothesizing consumer preference historical information. Efficient service selection mechanism and heuristic algorithm for consumer preference of multi-QoS are presented in this article and their performances are studied by simulations.
Keywords :
Web services; customer satisfaction; quality of service; recommender systems; relevance feedback; software architecture; software quality; QoS requirement; consumer satisfaction; heuristic algorithm; multi-QoS constraint; ranking mechanism; service oriented architecture; web service; Artificial neural networks; Customer satisfaction; Databases; Quality of service; Service oriented architecture; Time factors; consumer satisfaction; multi-QoS; web service;
Conference_Titel :
Services (SERVICES-1), 2010 6th World Congress on
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-8199-6
Electronic_ISBN :
978-0-7695-4129-7
DOI :
10.1109/SERVICES.2010.31