An Anticipatory Trust Model for Open Distributed Systems

Authors:
Mario Gómez;Javier Carbó;Clara Benac-Earle
Affiliations:
Group of Applied Artificial Inteligence, Carlos III University of Madrid, Av. Universidad 30, 28911, Leganés (Spain),;Group of Applied Artificial Inteligence, Carlos III University of Madrid, Av. Universidad 30, 28911, Leganés (Spain),;Group of Applied Artificial Inteligence, Carlos III University of Madrid, Av. Universidad 30, 28911, Leganés (Spain),
Venue:
Anticipatory Behavior in Adaptive Learning Systems
Year:
2007

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Abstract

Competitive distributed systems pose a challenge to trust modeling due to the dynamic nature of these systems (e.g. electronic auctions) and the unreliability of self-interested agents. We propose a trust model which does not assume a concrete cognitive model for other agents that an agent may interact with, but uses the discrepancy between the information provided by other agents and its own experience in order to anticipate their actions. By anticipating the behavior of other agents, an agent is able to adapt more effectively to changes in the environment for its own benefit.