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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中用户信任评估模型

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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,在多样性,能力和用户方面开发的社交网络。因此,不同领域的研究人员被这些网络被吸引。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,介绍了一种新模型,用于评估基于主观逻辑的社交网络中的用户信任。首先,在考虑标准和类别方面计算信任和信心。然后,这些计算的意见被转换为主观逻辑模型,最后将组合这些意见以获得一般信任。对于接受或拒绝朋友请求,考虑阈值。为了评估所提出的模型,使用某种类型的休假验证技术。所提出的模型由不同种类的评估方法评估。已经用于此模型的精度和召回指标,在其他方法上表示该方法的显着改进。

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