DocumentCode :
127574
Title :
Integrating Trust with Qualitative and Quantitative Preference for Service Selection
Author :
Hongbing Wang ; Lei Wang ; Chao Yu
Author_Institution :
Sch. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
fYear :
2014
fDate :
June 27 2014-July 2 2014
Firstpage :
299
Lastpage :
306
Abstract :
With the increasing number of web services, there appear more and more services with similar functionality but different Quality of Services (QoS) or trust properties. With the emergence user behavior, the requests provided by users may not only contain non-functional properties (NFPs) as their preferences. Moreover, they may also pay attention to trust. To the best of our knowledge, there appears non previous work together consider the above two factors during service selection. Therefore, integrating trust with preference arises as a new challenge for Web service selection. In our previous work [1], [2], we perform web service selection based on user preferences, including qualitative preferences and quantitative preferences. In this paper, we further extend our work and propose a novel multi-objective optimization approach that integrate trust with user preferences to rank the relevancy of web service. Experimental results conducted on open data-sets demonstrate our high-quality service selection results.
Keywords :
Web services; quality of service; NFP; QoS; Web service selection; emergence user behavior; high quality service selection; multiobjective optimization; nonfunctional properties; qualitative preference; quality of services; quantitative preference; similar functionality; trust properties; user preferences; Data preprocessing; Equations; Estimation; Indexes; Mathematical model; Quality of service; Web services; Preference; QoS; Qualitative; Quantitative; Service Selection; Trust;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Services Computing (SCC), 2014 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4799-5065-2
Type :
conf
DOI :
10.1109/SCC.2014.47
Filename :
6930547
Link To Document :
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