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Sharing beliefs among agents with different degrees of credibility.

Authors :
Tamargo, Luciano
Gottifredi, Sebastian
García, Alejandro
Simari, Guillermo
Source :
Knowledge & Information Systems; Mar2017, Vol. 50 Issue 3, p999-1031, 33p
Publication Year :
2017

Abstract

This paper introduces an approach for sharing beliefs in collaborative multi-agent application domains where some agents can be more credible than others. In this context, we propose a formalization where every agent has its own partial order among its peers representing the credibility the agent assigns to its informants; each agent will also have a belief base where each sentence is attached with an agent identifier which represents the credibility of that sentence. We define four different forwarding criteria for computing the credibility information for a belief to be forwarded, and for determining how the receiver should handle the incoming information; the proposal considers both the sender's and the receiver's points of view with respect to the credibility of the source of the information. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02191377
Volume :
50
Issue :
3
Database :
Complementary Index
Journal :
Knowledge & Information Systems
Publication Type :
Academic Journal
Accession number :
121238150
Full Text :
https://doi.org/10.1007/s10115-016-0964-6