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Reputation-Based Trust Network Modelling and Simplification in Multiagent-Based E-Commerce Systems

机译:基于信誉的基于多元的电子商务系统的信任网络建模与简化

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In this paper, we present a description model of a Trust Network Graph (TNG)-for multi-agent-based e-commerce systems, which is similar to the relationship network formed among people's transaction activities in the real-world. The method assumes that a multi-agent system in a domain constitutes a community and so the trust network is modelled by the means of a graph in the community. Several notations and regulations are defined in the description model of TNG. In order to sweep out redundancy information in the TNG and reduce the complexity of the trust computation, we propose the principles and the processes of simplification, the definition and the selection algorithm of Optimized Path for Recommendation Propagation (OPRP) in terms of the trust commonsense in people's daily life. The examples in this paper show that TNG can describe the complex trust relationships in mutliagente-commerce systems and help simplify the algorithms of the trust evaluation.
机译:在本文中,我们介绍了基于多代理的电子商务系统的信任网络图(TNG)的描述模型,其类似于人们在现实世界中的交易活动中形成的关系网络。该方法假设域中的多代理系统构成社区,因此信任网络由社区中的图形的手段建模。在TNG的描述模型中定义了几个符号和法规。为了在TNG中扫描冗余信息并降低信任计算的复杂性,我们提出了在信任致辞中提出了关于推荐传播(OPRP)的优化路径的简化,定义和选择算法的原理和过程在人们的日常生活中。本文中的示例表明,TNG可以描述笨蛋 - 商业系统中的复杂信任关系,并帮助简化信任评估的算法。

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