In MAS studies on Trust building and dynamics the role of direct/personal experience and of recommendations and reputation is proportionally overrated; while the importance of inferential processes in deriving the evaluation of trustees' trustworthiness is underestimated and not exploited. In this paper we focus on the importance of generalized knowledge: agents' categories. The cognitive advantage of generalized knowledge can be synthesized in this claim: "It allows us to know a lot about something/somebody we do not directly know". At a social level this means that I can know a lot of things on people that I never met; it is social "prejudice" with its good side and fundamental contribution to social exchange. In this study we experimentally inquire the role played by categories' reputation with respect to the reputation and opinion on single agents: when it is better to rely on the first ones and when are more reliable the second ones. Our claim is that: the larger the population and the ignorance about the trustworthiness of each individual (as it happens in an open world) the more precious the role of trust in categories. This powerful inferential device has to be strongly present in WEB societies supported by MAS.

Valorizing prejudice in MAS: A computational model

Falcone R;Sapienza A;Castelfranchi C
2015

Abstract

In MAS studies on Trust building and dynamics the role of direct/personal experience and of recommendations and reputation is proportionally overrated; while the importance of inferential processes in deriving the evaluation of trustees' trustworthiness is underestimated and not exploited. In this paper we focus on the importance of generalized knowledge: agents' categories. The cognitive advantage of generalized knowledge can be synthesized in this claim: "It allows us to know a lot about something/somebody we do not directly know". At a social level this means that I can know a lot of things on people that I never met; it is social "prejudice" with its good side and fundamental contribution to social exchange. In this study we experimentally inquire the role played by categories' reputation with respect to the reputation and opinion on single agents: when it is better to rely on the first ones and when are more reliable the second ones. Our claim is that: the larger the population and the ignorance about the trustworthiness of each individual (as it happens in an open world) the more precious the role of trust in categories. This powerful inferential device has to be strongly present in WEB societies supported by MAS.
2015
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Inglese
COOS 2015. Proceedings of the 3rd International Workshop on Collaborative Online Organizations co-located with the 14th International Conference on AAMAS 2015
COOP 2015, in conjunction with AAMAS 2015
19
27
http://ceur-ws.org/Vol-1569/
4-8/05/2015
Istanbul
trust
multi-agent systems
3
none
Falcone R.; Sapienza A.; Castelfranchi C.
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/387836
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