《计算机应用研究》|Application Research of Computers

一种基于组合赋权法的Web服务选择策略

Web services selection strategy based on combination weighting approach

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作者 孙秀廷,钮俊,宫清勃,李阵
机构 宁波大学 信息科学与工程学院,浙江 宁波 315211
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文章编号 1001-3695(2017)08-2408-04
DOI 10.3969/j.issn.1001-3695.2017.08.039
摘要 针对Web服务选择中服务请求偏好权重表达的模糊性及服务质量(QoS)属性值间存在的相互制约关系等问题,提出一种基于组合赋权法的Web服务选择策略。首先利用模糊层次分析法(FAHP)和主成分分析法(PCA)分别计算主观QoS权重和客观QoS权重;然后综合主、客观QoS权重利用组合赋权法(CWA)计算服务请求的综合QoS权重;最后提出一种综合评价函数,以保障所选择的服务在满足服务请求偏好的基础上,能更准确地反映候选Web服务总体QoS水平。实例分析表明该方法是有效的。
关键词 服务选择;服务请求偏好;组合赋权法;综合评价
基金项目 国家自然科学基金资助项目(61272107,51204185)
浙江省自然科学基金资助项目(LY15F020010)
浙江省公益技术研究工业项目(2014C31059)
软件工程国家重点实验室开放课题(SKLSE2014-10-05)
嵌入式与服务计算教育部重点实验室开放课题(ESSCKF201302)
本文URL http://www.arocmag.com/article/01-2017-08-039.html
英文标题 Web services selection strategy based on combination weighting approach
作者英文名 Sun Xiuting, Niu Jun, Gong Qingbo, Li Zhen
机构英文名 SchoolofInformationScience&Engineering,NingboUniversity,NingboZhejiang315211,China
英文摘要 In Web services selection, because the descriptions of user preferences is ambiguous and there exists mutual constraints among different QoS(quality of service ) attributes values, this paper proposed a Web services selection strategy based on the combination weighting approach. First, it calculated the subjective QoS weights with fuzzy analytic hierarchy process (FAHP) and objective QoS weights with principal component analysis (PCA). And then, it obtained the integrated QoS weights with combination weighting approach (CWA) taking a comprehensive consideration of both subjective and objective QoS weights. Finally, it presented the comprehensive evaluation function for Web service. The function could conform to user preferences and reflect the overall service performance more accurately. Experiments indicate the effectiveness of the approach.
英文关键词 Web services selection; user preferences; combination weighting approach; comprehensive evaluation
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收稿日期 2016/5/25
修回日期 2016/7/21
页码 2408-2411,2428
中图分类号 TP311
文献标志码 A