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Trust Transitivity and Conditional Belief Reasoning

机译:信任转运和有条件的信念推理

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Trust transitivity is a common phenomenon embedded in human reasoning about trust. Given a specific context or purpose, trust transitivity is often manifested through the humans' intuition to rely on the recommendations of a trustworthy advisor about another entity that the advisor recommends. Although this simple principle has been formalised in various ways for many trust and reputation systems, there is no real or physical basis for trust transitivity to be directly translated into a mathematical model. In that sense, all mathematical operators for trust transitivity proposed in the literature must be considered ad hoc; they represent attempts to model a very complex human phenomenon as if it were lendable to analysis by the laws of physics. Considering this nature of human trust transitivity in reality, any simple mathematical model will essentially have rather poor predictive power. In this paper, we propose a new interpretation of trust transitivity that is radically different from those described in the literature so far. More specifically, we consider recommendations from an advisor as evidence that the relying party will use as input arguments in conditional reasoning models for assessing hypotheses about the trust target. The proposed model of conditional trust transitivity is based on the framework of subjective logic.
机译:信任转运是一个常见的现象,嵌入了对信任的人类推理。鉴于特定的上下文或目的,信任转运往往表现为人类的直觉,依赖顾问建议的其他实体的值得信赖的顾问的建议。虽然这种简单的原则已经以各种方式正式化,但许多信任和声誉系统,信任转运没有真正的或物理基础直接翻译成数学模型。从这个意义上说,文献中提出的信任转运的所有数学运营商都必须被视为临时;它们代表尝试模拟一种非常复杂的人类现象,就像物理法则一样才能分析。考虑到现实中的人类信任转运性质,任何简单的数学模型都将基本上具有相当差的预测力。在本文中,我们提出了对迄今为止文献中描述的信任转运的新解释。更具体地说,我们考虑来自顾问的建议作为依赖方将用作条件推理模型中的输入参数,以评估关于信任目标的假设。拟议的条件信任转运模型基于主观逻辑的框架。

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