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基于社会网络动态反馈的Web服务信任度计算
引用本文:张佩云,陈恩红,李波.基于社会网络动态反馈的Web服务信任度计算[J].模式识别与人工智能,2013,26(4):337-343.
作者姓名:张佩云  陈恩红  李波
作者单位:1.中国科学技术大学计算机科学与技术学院合肥230026
2.安徽师范大学数学计算机科学学院芜湖214003
基金项目:国家自然科学基金项目,教育部人文社会科学研究项目,安徽省自然科学基金项目,安徽省高校省级自然科学研究重点项目
摘    要:在当前服务计算背景下,针对用户难以获得满足需求的可信服务问题,提出基于社会网络动态反馈的Web服务信任度模型.基于用户使用经验设计服务直接信任度算法,对服务交易情况进行动态跟踪和监测.当用户缺乏使用某服务的直接经验时,基于社会网络中服务使用者信任度,聚合其他服务使用者对服务的直接信任度,计算该服务的间接信任度.采用修正因子进行修正,以提高社会网络节点及关联服务可信性.算法分析表明,该方法是可行和有效的.

关 键 词:社会网络  动态反馈  Web服务  信任度  
收稿时间:2012-09-18

Web Services Trust Computation Based on Social Network Dynamic Feedback
ZHANG Pei-Yun , CHEN En-Hong , LI Bo.Web Services Trust Computation Based on Social Network Dynamic Feedback[J].Pattern Recognition and Artificial Intelligence,2013,26(4):337-343.
Authors:ZHANG Pei-Yun  CHEN En-Hong  LI Bo
Affiliation:1.School of Computer Science and Technology,University of Science and Technology of China,Hefei 230026
2.School of Mathematics and Computer Science,Anhui Normal University,Wuhu 241003
Abstract:In the current service computing background,it is difficult for users to obtain the trusted services. Aiming at this problem,a Web services trust model based on social network dynamic feedback is proposed. An algorithm for computing direct trust value of the service is designed by using individual users experience. The transactions of the services are dynamically tracked and monitored by the proposed algorithm. When a user has no direct experience of a service,based on the users trust values in the social network the indirect trust value of the service can be calculated by gathering a number of other users direct trust values of the service. As the social network nodes may recommend untrue services,the correction factor is used to amend the trust of social network peers. The analysis of the proposed algorithms shows that this method is feasible and effective.
Keywords:Social Network  Dynamic Feedback  Web Service  Trust
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