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The need for affective trust applied to trust and reputation models

机译:对情感信任的需求适用于信任和声誉模型

摘要

Trust allows the behavior evaluation of individuals by setting confidence values, which are used in decisions about whether or not to interact. They have been used in several fields, and many trust and reputation models were developed recently.We perceived that most of them were built upon the numeric and cognitive paradigms, which do not use affective aspects to build trust or help in de ision making. Studies in psychology argued that personality, emotions, and mood are important in decision making and can change the behaviors of individuals. Based on that, we present links between trust and affective computing, showing relations of trust dimensions found in trust models with affective aspects, and presenting why affective computing approaches fit trust issues often addressed by research in this field. We also discuss trust relationships and decision making, emotions, and personality. Affective computing concepts have been used in a dispersed way and specifically in some models, so we aim to bring them together to encourage the growth of fuller trust models similar to those used by humans.We aim to find relations between both fields so it will be possible to employ such concepts to develop trust models using this new paradigm, defined as the affective paradigm. © 2017 ACM.
机译:信任允许通过设置置信度值对个人的行为进行评估,置信度值用于决定是否进行交互。它们已在多个领域中使用,最近又开发了许多信任和声誉模型,我们认为它们大多数是建立在数字和认知范式之上的,它们没有使用情感方面来建立信任或帮助进行决策。心理学研究认为,性格,情感和情绪在决策中很重要,并且可以改变个人的行为。基于此,我们提出了信任与情感计算之间的联系,展示了在具有情感方面的信任模型中发现的信任维度之间的关系,并说明了情感计算方法为何适合该领域研究中经常解决的信任问题。我们还将讨论信任关系和决策,情感和个性。情感计算概念已经分散使用,特别是在某些模型中使用,因此我们旨在将它们融合在一起,以鼓励发展类似于人类使用的完全信任模型。我们旨在找到两个领域之间的关系,以便可以使用这种概念使用这种新范式(称为情感范式)来开发信任模型。 ©2017 ACM。

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