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Time-Based Dynamic Trust Model Using Ant Colony Algorithm

机译:基于蚁群算法的基于时间的动态信任模型

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摘要

The trust in distributed environment is uncertain, which is variation for various factors. This paper introduces TDTM, a model for time-based dynamic trust. Every entity in the distribute environment is endowed with a trust-vector, which figures the trust intensity between this entity and the others. The trust intensity is dynamic due to the time and the inter-operation between two entities, a method is proposed to quantify this change based on the mind of ant colony algorithm and then an algorithm for the transfer of trust relation is also proposed. Furthermore, this paper analyses the influence to the trust intensity among all entities that is aroused by the change of trust intensity between the two entities , and presents an algorithm to resolve the problem. Finally, we show the process of the trusts' change that is aroused by the time' s lapse and the inter-operation through an instance.
机译:在分布式环境中的信任是不确定的,这是各种因素的变化。本文介绍了TDTM,这是一种基于时间的动态信任模型。分布环境中的每个实体都具有一个信任向量,该向量计算该实体与其他实体之间的信任强度。由于时间和两个实体之间的互操作,信任强度是动态的,提出了一种基于蚁群算法思想量化此变化的方法,然后提出了一种信任关系转移算法。此外,本文分析了两个实体之间信任强度的变化对所有实体之间信任强度的影响,并提出了解决该问题的算法。最后,我们展示了由于时间的流逝以及实例之间的互操作而引起的信任更改的过程。

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