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Trust Management - From Pervasive Computing Environments to Mathematical Economy and Sociology

机译:信任管理-从普适计算环境到数学经济学和社会学

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Trust management in pervasive computing environments is one of top research areas for quite some years. Although first efforts started in the mid-nineties, the real momentum came some twelve years ago. From that time such methodologies started to appear that were addressing the core of trust phenomenon. Among those naive Bayesian statistics based methodologies should be mentioned first, then Dempster-Shaffer Theory of evidence based ones, and game theoretic ones. A different perspective, based on linguistic grounds as to operators and operands, has been taken by Qualitative Assessment Dynamics, or QAD, which is presented in this paper. QAD effectively complements other existing methodologies by addressing uncovered issues, like assumptions of rational agents, transitivity of trust, and so on. QAD enables rigorous formal treatment, is implementable in computing environments, and provides multi-disciplinary results that exceed computational environments. Its results can be used as a basis for simulations to address important questions like how to manage societies to increase possibilities that they will become more prospective in terms of pre-assured trusted relationships.
机译:多年以来,普适计算环境中的信任管理是最热门的研究领域之一。尽管最初的努力始于九十年代中期,但真正的势头还是在十二年前。从那时起,出现了解决信任现象核心的方法论。在那些朴素的基于贝叶斯统计的方法中,应该首先提及基于证据的方法,然后是Dempster-Shaffer证据理论和博弈论方法。定性评估动力学(QAD)采取了基于语言基础的关于运算符和操作数的不同观点。 QAD通过解决未发现的问题(例如理性主体的假设,信任的可传递性等)有效地补充了其他现有方法。 QAD支持严格的形式化处理,可在计算环境中实现,并提供超出计算环境的多学科结果。其结果可以用作模拟解决重要问题的基础,例如如何管理社会以增加可能性,使它们在预先确定的可信赖关系方面变得更有前途。

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