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Personalized EigenTrust with the Beta Distribution

Authors
Choi, DaeseonJin, SeunghunLee, YounhoPark, Yongsu
Issue Date
Apr-2010
Publisher
WILEY
Keywords
Trust management; peer-to-peer network; social network; security; trust evaluation
Citation
ETRI JOURNAL, v.32, no.2, pp.348 - 350
Indexed
SCIE
SCOPUS
KCI
Journal Title
ETRI JOURNAL
Volume
32
Number
2
Start Page
348
End Page
350
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/175186
DOI
10.4218/etrij.10.0209.0354
ISSN
1225-6463
Abstract
This letter presents an enhancement of EigenTrust. Using the beta distribution, local trust values can be more correctly evaluated Simulation shows that the proposed scheme calculates the local trust more correctly by up to 8%. For personalization, the proposed scheme provides cumulative transitive values from the local trust to the global trust with mathematically guaranteed convergence.
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서울 공과대학 > 서울 컴퓨터소프트웨어학부 > 1. Journal Articles

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COLLEGE OF ENGINEERING (SCHOOL OF COMPUTER SCIENCE)
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