DEVISING A TRUST MODEL FOR MULTI-AGENT INTERACTIONS USING CONFIDENCE AND REPUTATION

Sarvapali D. Ramchurn · Nicholas R. Jennings · Carles Sierra A · Lluı́s Godo

116 citations0/0 files storedApplied Artificial Intelligence

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Access Control and Trust Multi-Agent Systems and Negotiation Mobile Agent-Based Network Management

Abstract

In open environments in which autonomous agents can break contracts, computational models of trust have an important role to play in determining who to interact with and how interactions unfold. To this end, we develop such a trust model, based on confidence and reputation, and show how it can be concretely applied, using fuzzy sets, to guide agents in evaluating past interactions and in establishing new contracts with one another.

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2004Trust among strangers in internet transactions: Empirical analysis of eBay' s reputation system 1994Formalising Trust as a Computational Concept 1988Trust as a commodity 2000Risk and Trust in Social Exchange: An Experimental Test of a Classical Proposition 1998Uncertainty, Trust, and Commitment Formation in the United States and Japan 2004Trust in multi-agent systems 2000Trust management through reputation mechanisms 2001REGRET: A reputation model for gregarious societies

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2012Trust fraud: A crucial challenge for China’s e-commerce market

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