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A Model for evaluating trust between users in social networks based on subjective logic

机译:基于主观逻辑的社交网络用户之间信任度评估模型

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In recent years, social networks developed in terms of diversities, capabilities and users. Therefore, researchers in different fields have been attracted to these kind of networks. Trust management between users in these kind of networks is one of the most important research topics. In this article a new model for evaluating trust between users in social networks based on subjective logic is presented. Firstly, trust and confidence are calculated with regard to the criteria and categories have been considered. Then, these calculated opinions are converted to subjective logic model and finally these opinions will be combined to obtain general trust. For accepting or rejecting friend requests a threshold is considered. For evaluating the proposed model, a certain type of Leave-One-Out validation technique is used. The proposed model is evaluated by different kinds of evaluation methods. Precision and Recall metrics that have been used for this model, represent a significant improvement in this method over the other methods.
机译:近年来,社交网络在多样性,能力和用户方面得到了发展。因此,不同领域的研究人员已被此类网络吸引。这些网络中用户之间的信任管理是最重要的研究主题之一。在本文中,提出了一种基于主观逻辑的社交网络中用户之间信任度评估的新模型。首先,根据标准和类别计算信任度和信心度。然后,将这些计算出的意见转换为主观逻辑模型,最后将这些意见进行合并以获得普遍信任。为了接受或拒绝好友请求,需要考虑一个阈值。为了评估所提出的模型,使用了某种类型的“留一法”验证技术。所提出的模型通过各种评估方法进行评估。此模型已使用的“精确度”和“召回率”度量标准表示该方法相对于其他方法而言有重大改进。

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