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Bootstrapping trust with partial and subjective observability
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Taylor, Phillip M., Griffiths, Nathan, Barakat, Lina and Miles, Simon (2017) Bootstrapping trust with partial and subjective observability. In: Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017), Sao Paulo, Brazil, 08-12 May 2017. Published in: AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems pp. 1745-1747.
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WRAP-bootstrapping-trust-observability-Griffiths-2017.pdf - Accepted Version - Requires a PDF viewer. Download (527Kb) | Preview |
Official URL: http://www.aamas2017.org/accepted-papers-main-trac...
Abstract
Assessment of trust and reputation typically relies on prior experiences of a trustee agent, which may not exist, e.g. especially in highly dynamic environments. In these cases stereotypes can be used, where traits of trustees can be used as an indicator of their behaviour during interactions. Communicating observations of traits to witnesses who are unable to observe them is difficult, however, when the traits are interpreted subjectively. In this paper we propose a mechanism for learning translations between such subjective observations, evaluating it in a simulated marketplace.
Item Type: | Conference Item (Paper) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||
Journal or Publication Title: | AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems | ||||
Publisher: | ACM | ||||
Official Date: | 25 January 2017 | ||||
Dates: |
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Page Range: | pp. 1745-1747 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Description: | Extended abstract |
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Date of first compliant deposit: | 23 March 2017 | ||||
Date of first compliant Open Access: | 10 August 2017 | ||||
Grant number: | EP/M012662/1, EP/M012654/1 | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017) | ||||
Type of Event: | Conference | ||||
Location of Event: | Sao Paulo, Brazil | ||||
Date(s) of Event: | 08-12 May 2017 | ||||
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