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Enhancing Trust-Based Competitive Multi Agent Systems by Certified Reputation

(Short Paper)
  • Francesco Buccafurri
  • Antonello Comi
  • Gianluca Lax
  • Domenico Rosaci
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7566)

Abstract

In the past, the experience of the ART community highlighted that, in absence of information about the quality of the recommendation providers, it is better to exploit only the direct knowledge about the environment (i.e., a reliability measure), missing the reputation measure. However, when the size of the agent space becomes large enough and the number of “expert” agents to contact is small, the use of just the reliability is little effective. Unfortunately, the largeness of the agent space makes the problem of the trustworthiness of recommendations very critical, so that the combination of reliability and reputation is not a trivial task. In this paper, we deal with the above problem by studying how the introduction of the notion of certified reputation, and its exploitation to combine reputation and reliability, can improve the performance of an agent in a competitive MAS context. We analyze different populations, using the standard platform ART, highlighting a significant positive impact and providing very interesting results.

Keywords

Multiagent System Security Level Security Protocol Reputation System Reputation Model 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Francesco Buccafurri
    • 1
  • Antonello Comi
    • 1
  • Gianluca Lax
    • 1
  • Domenico Rosaci
    • 1
  1. 1.University of Reggio CalabriaReggio Cal.Italy

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