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Personalized EigenTrust with the Beta Distribution
Daeseon Choi, Seunghun Jin, Younho Lee, and Yongsu Park
This letter presents an enhancement of EigenTrust. Using the EigenTrust is a distributed protocol to compute the
beta distribution, local trust values can be more correctly converged global trust values of peers by applying each peer’s
evaluated. Simulation shows that the proposed scheme local trust value transitively. Unlike other models, EigenTrust
calculates the local trust more correctly by up to 8%. For
relies on linear algebraic theory to guarantee obtaining the
personalization, the proposed scheme provides cumulative
transitive values from the local trust to the global trust with converged global trust values. Moreover, it is very simple and
mathematically guaranteed convergence. does not depend on complex parameters or assumptions.
Recently, personalized schemes have appeared in which
Keywords: Trust management, peer-to-peer network, social
each peer organizes an initial trust group and gradually extends
network, security, trust evaluation.
the group and updates trust information [2]-[6] to provide
personalized trust infor
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