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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:随着在线贸易和互联网的互动正在上升,关键问题是如何利用简单有效的评估方法来实现客户的信任决策。众所周知,主观信任持有不确定性,如随机性和模糊性。然而,通常基于概率或模糊集理论的现有方法无法对不确定程度的重要性。为了解决这个问题,基于云模型提出了一种新的可量化主观信任评估方法。主观信任在评估方法中用云模型进行建模,主观云的预期值和超熵用于评估信任对象的声望。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,并提供有用的主观信任评估利用。

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