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Sharing beliefs among agents with different degrees of credibility.
- 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