Trust estimation and fusion of uncertain information by exploiting consistency

@article{Kaplan2014TrustEA,
  title={Trust estimation and fusion of uncertain information by exploiting consistency},
  author={Lance M. Kaplan and Murat Sensoy and Geeth de Mel},
  journal={17th International Conference on Information Fusion (FUSION)},
  year={2014},
  pages={1-8}
}
Agents may cooperate by communicating their opinions about various phenomena. These opinions are then fused by agents and used for informed decision-making. However, fusing opinions from diverse sources is not trivial - especially in open multiagent systems - where it is not possible to ensure that the sources are honest and their opinions are not misleading. In this paper, we propose a novel approach that exploits consistencies and conflicts between personal observations and shared information… CONTINUE READING
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