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Shin: Generalized Trust Propagation with Limited Evidence
March 2013 (vol. 46 no. 3)
pp. 78-85
Chung-Wei Hang, North Carolina State University
Zhe Zhang, North Carolina State University
Munindar P. Singh, North Carolina State University
Shin incorporates a probabilistic method for revising trust estimates in trustees, yielding higher prediction accuracy than traditional approaches that base trust exclusively on a series of referrals culminating with the trustee.
Index Terms:
Trust management,Social network services,Radio frequency,Computational modeling,Computer security,Mathematical model,Probabilistic logic,social networks,Computers,Social network services,Radio frequency,Computational modeling,Software,Mathematical model,Accuracy,bipartite networks,trust,trust propagation
Citation:
Chung-Wei Hang, Zhe Zhang, Munindar P. Singh, "Shin: Generalized Trust Propagation with Limited Evidence," Computer, vol. 46, no. 3, pp. 78-85, March 2013, doi:10.1109/MC.2012.116
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