针对分布式网络中节点请求推荐信任时需要选取推荐节点的问题,提出一种能够准确评估推荐节点推荐能力信任度的信任模型DSRT(Distributed System Recommendation Trust)。该模型在区分服务质量信任度和推荐能力信任度的基础上,研究了影...针对分布式网络中节点请求推荐信任时需要选取推荐节点的问题,提出一种能够准确评估推荐节点推荐能力信任度的信任模型DSRT(Distributed System Recommendation Trust)。该模型在区分服务质量信任度和推荐能力信任度的基础上,研究了影响推荐能力信任度的节点相关性、频繁度和风险等因素,其中,相关性不仅考虑了节点的服务关心相似度,还考虑了节点的评价能力相似度,频繁度和风险的计算均考虑了请求节点和其他交互节点的不同。模拟实验表明,该模型能够准确选取推荐节点,提高节点交互的满意率。展开更多
For business service workflow,QoS-based services selection can't guarantee whether the composite service satisfies user' s requirement after delivery,because once any service interrupts or quality of service(Q...For business service workflow,QoS-based services selection can't guarantee whether the composite service satisfies user' s requirement after delivery,because once any service interrupts or quality of service(QoS) maliciously reduces,the quality of workflow will be reduced.Trustworthy services can provide reliable QoS,so trustworthiness research could improve the efficiency of services selection.This paper investigates trust assessment in the perspective of workflow.Firstly,trust network of business service workflow(TN-BSW) is proposed to analyze trust attributes;then,the trust measurement system of TN-BSW is investigated to assess the trust value quantitatively;and then,a trust-aware service recommendation model(TaSRM) is proposed to enhance the efficiency of QoS-basedservices selection;finally,experiment shows the feasibility of TN-BSWand the performance of TaSRM.展开更多
文摘针对分布式网络中节点请求推荐信任时需要选取推荐节点的问题,提出一种能够准确评估推荐节点推荐能力信任度的信任模型DSRT(Distributed System Recommendation Trust)。该模型在区分服务质量信任度和推荐能力信任度的基础上,研究了影响推荐能力信任度的节点相关性、频繁度和风险等因素,其中,相关性不仅考虑了节点的服务关心相似度,还考虑了节点的评价能力相似度,频繁度和风险的计算均考虑了请求节点和其他交互节点的不同。模拟实验表明,该模型能够准确选取推荐节点,提高节点交互的满意率。
基金Supported by the Research Fund for the Doctoral Program of Higher Education of China(No.20120002110034)Initiative Scientific Research Program of Tsinghua University(No.20111080998)
文摘For business service workflow,QoS-based services selection can't guarantee whether the composite service satisfies user' s requirement after delivery,because once any service interrupts or quality of service(QoS) maliciously reduces,the quality of workflow will be reduced.Trustworthy services can provide reliable QoS,so trustworthiness research could improve the efficiency of services selection.This paper investigates trust assessment in the perspective of workflow.Firstly,trust network of business service workflow(TN-BSW) is proposed to analyze trust attributes;then,the trust measurement system of TN-BSW is investigated to assess the trust value quantitatively;and then,a trust-aware service recommendation model(TaSRM) is proposed to enhance the efficiency of QoS-basedservices selection;finally,experiment shows the feasibility of TN-BSWand the performance of TaSRM.