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An argumentation-based approach for reasoning about trust in information sources

Amgoud, Leila and Demolombe, Robert An argumentation-based approach for reasoning about trust in information sources. (2014) Argument and Computation, 5 (2-3). 191-215. ISSN 1946-2166

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Official URL: http://dx.doi.org/10.1080/19462166.2014.881417

Abstract

During a dialogue, agents exchange information with each other and need thus to deal with incoming information. For that purpose, they should be able to reason effectively about trustworthiness of information sources. This paper proposes an argument-based system that allows an agent to reason about its own beliefs and information received from other sources. An agent's beliefs are of two kinds: beliefs about the environment (like the window is closed) and beliefs about trusting sources (like agent i trusts agent j). Six basic forms of trust are discussed in the paper including the most common one on sincerity. Starting with a base which contains such information, the system builds two types of arguments: arguments in favour of trusting a given source of information and arguments in favour of believing statements which may be received from other agents. We discuss how the different arguments interact and how an agent may decide to trust another source and thus to accept information coming from that source. The system is then extended in order to deal with graded trust (like agent i trusts to some extent agent j).

Item Type:Article
Additional Information:Thanks to Taylor & Francis editor. The original PDF of the article can be found at http://www.tandfonline.com/doi/abs/10.1080/19462166.2014.881417#.VObrD_mG-oE
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:29 Apr 2015 12:47

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