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Asymptotically idempotent aggregation operators for trust management in multi-agent systems

Ghiselli Ricci, Roberto and Viviani, Marco (2008) Asymptotically idempotent aggregation operators for trust management in multi-agent systems. In: 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU), 22-27 June 2008, Malaga, Spain. ISBN 9788461230617. Conference or Workshop Item.

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The study of trust management in multi-agent system, especially distributed, has grown over the last years. Trust is a complex subject that has no general consensus in literature, but has emerged the importance of reasoning about it computationally. Reputation systems takes into consideration the history of an entity’s actions/behavior in order to compute trust, collecting and aggregating ratings from members in a community. In this scenario the aggregation problem becomes fundamental, in particular depending on the environment. In this paper we describe a technique based on a class of asymptotically idempotent aggregation operators, suitable particulary for distributed anonymous environments.

Item Type:Conference or Workshop Item (Contribute)
ID Code:1588
Uncontrolled Keywords:Trust management, multi-agent systems, P2P, aggregation operators, asymptotical idempotency
Subjects:Area 13 - Scienze economiche e statistiche > SECS-S/06 Metodi matematici dell'economia e delle scienze attuariali e finanziarie
Divisions:001 Università di Sassari > 01 Dipartimenti > Economia, impresa, regolamentazione
Additional Information:Post-print pubblicato anche in IPMU 2008 : information processing and management of uncernainty in knowledge systems : proceedings : 12th international conference : june 22-27, Malaga, 2008 ; L. Magdalena, M. Ojeda-Aciego, J.L. Verdegay.
Deposited On:18 Aug 2009 10:05

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