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Issue No.03 - March (2013 vol.46)
pp: 78-85
Chung-Wei Hang , North Carolina State University
Zhe Zhang , North Carolina State University
Munindar P. Singh , North Carolina State University
ABSTRACT
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
REFERENCES
1. S. Paradesi, P. Doshi, and S. Swaika, "Integrating Behavioral Trust in Web Service Compositions," Proc. 7th Int'l Conf. Web Services (ICWS 09) IEEE, 2009, pp. 453-460.
2. J. Golbeck, "Computing and Applying Trust in Web-Based Social Networks," PhD thesis, Univ. Maryland, College Park, 2005.
3. C.W. Hang, Y. Wang, and M.P. Singh, "Operators for Propagating Trust and Their Evaluation in Social Networks," Proc. 8th Int'l Conf. Autonomous Agents and Multiagent Systems (AAMAS 09), ACM, vol. 2, 2009, pp. 1025-1032.
4. J. Leskovec and C. Faloutsos, "Sampling from Large Graphs," Proc. 12th Int'l Conf. Knowledge Discovery and Data Mining (KDDM 06), ACM, 2006, pp. 631-636.
5. J.L. Herlocker et al., "An Algorithmic Framework for Performing Collaborative Filtering," Proc. 22nd Int'l ACM Conf. Research and Development in Information Retrieval (SIGIR 99), ACM, 1999, pp. 230-237.
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