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首页> 外文期刊>Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on >A Multifaceted Approach to Modeling Agent Trust for Effective Communication in the Application of Mobile Ad Hoc Vehicular Networks
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A Multifaceted Approach to Modeling Agent Trust for Effective Communication in the Application of Mobile Ad Hoc Vehicular Networks

机译：在移动自组织车载网络中有效通信的代理信任建模的多方面方法

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摘要

An increasingly large number of cars are being equipped with global positioning system and Wi-Fi devices, enabling vehicle-to-vehicle (V2V) communication with the goal of providing increased passenger and road safety. This technology actuates the need for agents that assist users by intelligently processing the received information. Some of these agents might become self-interested and try to maximize car owners’ utility by sending out false information. Given the dire consequences of acting on false information in this context, there is a serious need to establish trust among agents. The main goal of this paper is then to develop a framework that models the trustworthiness of the agents of other vehicles, in order to receive the most effective information. We develop a multifaceted trust modeling approach that incorporates role-, experience-, priority-, and majority-based trust and this is able to restrict the number of reports that are received. We include an algorithm that proposes how to integrate these various dimensions of trust, along with experimentation to validate the benefit of our approach, emphasizing the importance of each of the different facets that are included. The result is an important methodology to enable effective V2V communication via intelligent agents.
机译：越来越多的汽车配备了全球定位系统和Wi-Fi设备，从而实现了车对车（V2V）通信，目的是提高乘客和道路安全。这项技术激发了对通过智能处理接收到的信息来协助用户的代理的需求。其中一些经纪人可能变得自私，并通过发送虚假信息来试图最大化车主的效用。考虑到在这种情况下对虚假信息采取行动的可怕后果，迫切需要在代理之间建立信任。然后，本文的主要目标是开发一个框架，该框架对其他车辆的代理商的信任度进行建模，以便获得最有效的信息。我们开发了一种多方面的信任建模方法，该方法结合了基于角色，经验，优先级和多数的信任，这能够限制接收到的报告的数量。我们包括一个算法，该算法提出了如何整合这些不同维度的信任，以及通过实验来验证我们方法的益处，并强调了所包含的各个不同方面的重要性。结果是一种重要的方法，可以通过智能代理实现有效的V2V通信。

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