WEB SERVICE SELECTION AND CLASSIFICATION OF SERVICE REQUESTERS

被引：0
|
作者：
Shi, Wei [1 ]
Chen, Yan-Ping [1 ]
机构：
[1] Xian Univ Posts & Telecommun, Sch Comp Sci, Xian 710121, Peoples R China
来源：
PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4 | 2013年
关键词：
Web service selection; QoS; Linear utility function; AHP;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Most studies of Web service selection are based on one hypothesis that all the service requesters had the same QoS preferences. In this case, the utility function is unique. However this hypothesis is inconsistent with the reality circumstance in which requesters' QoS preferences are different. We can classify the service requesters by introducing AHP (Analytic Hierarchy Process) method into the requester utility function generation. Experiment results show that both providers' expected revenues and requesters' utilities can be improved by AHP.
引用
收藏
页码：1097 / 1102
页数：6
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