| 一种基于CBR和多Agent的Web服务个性化组合 |
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| 引用本文： | 赵伟伟,董东,王昆,孙兆豪. 一种基于CBR和多Agent的Web服务个性化组合[J]. 计算机应用与软件, 2012, 0(1): 145-148,240 |
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| 作者姓名： | 赵伟伟 董东 王昆 孙兆豪 |
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| 作者单位： | 河北师范大学数学与信息科学学院 |
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| 基金项目： | 河北省教育厅科学研究计划项目(ZH200815) |
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| 摘 要： | 客户的满意度是衡量Web服务组合的重要指标之一。为解决Web服务组合中客户满意度的缺失问题,提出一种基于CBR(Case-based Reasoning)和多Agent的个性化的Web服务组合算法。在给出Web服务客户满意度属性的定义基础之上,建立了属性偏好的权重向量求解模型,并通过多目标规划寻找服务组合的最优解,从而实现了Web服务组合的个性化。原型系统表明了其可行性。
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| 关 键 词： | Web服务组合 客户满意度 CBR 多Agent 个性化 |
A PERSONALIZED COMPOSITION OF WEB SERVICES BASED ON CBR AND MULTI-AGENTS |
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| Zhao Weiwei Dong Dong Wang Kun Sun Zhaohao. A PERSONALIZED COMPOSITION OF WEB SERVICES BASED ON CBR AND MULTI-AGENTS[J]. Computer Applications and Software, 2012, 0(1): 145-148,240 |
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| Authors: | Zhao Weiwei Dong Dong Wang Kun Sun Zhaohao |
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| Affiliation: | Zhao Weiwei Dong Dong Wang Kun Sun Zhaohao(College of Mathematics and Information Science,Hebei Normal University,Shijiazhuang 050016,Hebei,China) |
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| Abstract: | Customer satisfaction is one of the important indicators to measure web service composition.To overcome the shortage of customer satisfaction in web services composition,the article proposes a personalized web service composition algorithm based on CBR and multi-agents.Founded on the definition of web services customer satisfaction attributes,an attribute preference weight vector solving model is built.Moreover,by searching for service combination optimal solution through multi-objective planning,the personalization of web service combination is realized.A prototype system has demonstrated its feasibility. |
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| Keywords: | Web service composition Customer satisfaction Case-based Reasoning(CBR) Multi-agent Personalization |
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