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Augmenting Reputation-Based Trust Metrics with Rumor-Like Dissemination of Reputation Information

机译：通过谣言传播信誉信息来增强基于信誉的信任指标

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摘要

Trust is an important and frequently studied concept in per sonal interactions and business ventures. As such, it has been examined by multitude of scientists in diverse disciplines of study. Over the past years, proposals have been made to model trust relations computation ally, either to assist users or for modeling purposes in multi-agent sys tems. These models rely implicitly on the social networks established by participating entities (be they autonomous agents or internet users). At the same time, research in complex networks has revealed mechanisms of information diffusion, such as the spread of rumors in a population. By adapting rumor-spreading processes to reputation dissemination in multi-agent systems, this paper shows the benefit of augmenting an ex isting trust model with pro-actively, socially filtered trust information.
机译：在个人互动和商业活动中，信任是一个重要且经常研究的概念。因此，它已经被不同研究领域的众多科学家所研究。在过去的几年中，已经提出了对信任关系计算模型进行建模的提议，以帮助用户或在多代理系统中进行建模。这些模型隐含地依赖于参与实体（无论是自治代理还是互联网用户）建立的社交网络。同时，对复杂网络的研究揭示了信息传播的机制，例如谣言在人群中的传播。通过使谣言传播过程适应多代理系统中的声誉传播，本文显示了使用主动的，经过社会过滤的信任信息来扩展现有信任模型的好处。

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  • 来源
  • 会议地点 Brisbane(AU);Brisbane(AU);Brisbane(AU);Brisbane(AU)
  • 作者

    Sascha Hauke; Martin Pyka; Markus Borschbach; Dominik Heider;

  • 作者单位

    Fachhochschule der Wirtschaft in Bergisch Gladbach, Hauptstr. 2, 51465 Bergisch Gladbach, Germany Institute of Computer Science, University of Muenster, Einsteinstr. 62, 48149 Miinster, Germany;

    Department of Psychiatry, University of Marburg, Rudolf-Bultmann-Str. 8, 35039 Marburg, Germany;

    Fachhochschule der Wirtschaft in Bergisch Gladbach, Hauptstr. 2, 51465 Bergisch Gladbach, Germany;

    Center for Medical Biotechnology, University of Duisburg-Essen, Universitaetsstr. 1-5, 45117 Essen, Germany;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 安全保密;
  • 关键词

    trust and reputation; rumor-spreading; trust model;

    机译：信任和声誉；谣言传播；信任模型;

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