Trust Network Analysis with Subjective Logic
Josang, Audun, Hayward, Ross F., & Pope, Simon (2006) Trust Network Analysis with Subjective Logic. In Estivill-Castro, V. & Dobbie, G. (Eds.) Twenty-Ninth Australasian Computer Science Conference (ACSW 2006), 16-19 January 2006, Hobart, Tasmania, Australia.
Trust networks consist of transitive trust relationshipsbetween people, organisations and software agents connected through a medium for communication and interaction. By formalising trust relationships, e.g. as reputation scores or as subjective trust measures, trust between parties within the community can be derived byanalysing the trust paths linking the parties together. Thisarticle describes a method for trust network analysis usingsubjective logic (TNA-SL). It provides a simple notationfor expressing transitive trust relationships, and deﬁnesa method for simplifying complex trust networks so thatthey can be expressed in a concise form and be computationally analysed. Trust measures are expressed as beliefs,and subjective logic is used to compute trust between arbitrary parties in the network. We show that TNA-SL isefﬁcient, and illustrate possible applications with examples.
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|Item Type:||Conference Paper|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology
Past > Schools > School of Information Systems
|Copyright Owner:||Copyright 2006 Australian Computer Society|
|Copyright Statement:||Reproduced in accordance with the copyright policy of the publisher.|
|Deposited On:||15 Oct 2007|
|Last Modified:||29 Feb 2012 13:20|
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