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Fuzzy Argumentation for Thrust

Authors :
Stranders, R.
De Weerdt, M.M.
Witteveen, C.
Source :
Lecture Notes in Computer Science, 5056, 2008; authors version
Publication Year :
2008
Publisher :
Springer, 2008.

Abstract

In an open Multi-Agent System, the goals of agents acting on behalf of their owners often conflict with each other. Therefore, a personal agent protecting the interest of a single user cannot always rely on them. Consequently, such a personal agent needs to be able to reason about trusting (information or services provided by) other agents. Existing algorithms that perform such reasoning mainly focus on the immediate utility of a trusting decision, but do not provide an explanation of their actions to the user. This may hinder the acceptance of agent-based technologies in sensitive applications where users need to rely on their personal agents. Against this background, we propose a new approach to trust based on argumentation that aims to expose the rationale behind such trusting decisions. Our solution features a separation of opponent modeling and decision making. It uses possibilistic logic to model behavior of opponents, and we propose an extension of the argumentation framework by Amgoud and Prade [1] to use the fuzzy rules within these models for well-supported decisions.

Details

Language :
English
Database :
OpenAIRE
Journal :
Lecture Notes in Computer Science, 5056, 2008; authors version
Accession number :
edsair.narcis........50342d481efe46520412c017f957a4b4