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An Evaluation Approach of Subjective Trust Based on Cloud Model

机译:基于云模型的主观信任评价方法

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As online trade and interactions on the internet are on the rise, a key issue is how to use simple and effective evaluation methods to accomplish trust decision-making for customers. It is well known that subjective trust holds uncertainty like randomness and fuzziness. However, existing approaches which are commonly based on probability or fuzzy set theory can not attach enough importance to uncertainty. To remedy this problem, a new quantifiable subjective trust evaluation approach is proposed based on the cloud model. Subjective trust is modeled with cloud model in the evaluation approach, and expected value and hyper-entropy of the subjective cloud is used to evaluate the reputation of trust objects. Our experimental data shows that the method can effectively support subjective trust decisions and provide a helpful exploitation for subjective trust evaluation.
机译:随着在线交易和互联网上互动的增长,关键问题是如何使用简单有效的评估方法来完成客户的信任决策。众所周知,主观信任具有不确定性,如随机性和模糊性。但是,通常基于概率或模糊集理论的现有方法不能对不确定性给予足够的重视。为了解决这个问题,提出了一种新的基于云模型的可量化主观信任评估方法。在评估方法中,使用云模型对主观信任进行建模,并使用主观云的期望值和超熵来评估信任对象的信誉。我们的实验数据表明,该方法可以有效地支持主观信任决策,并为主观信任评估提供有益的利用。

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