The link prediction problem for social networks
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
An integrated trust and reputation model for open multi-agent systems
Autonomous Agents and Multi-Agent Systems
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Decentralised multi-agent systems have empowered individual agents to actively select their course of action to achieve their goals. However, this leaves agents with a limited view of their environment, limiting awareness mainly to their interaction partners. We believe that through interactions and recommendation exchange, agents can build a network of their environment and expand their local view. Agents can extract emergent information from the relationships and interactions they observe. Analysing and understanding such information can improve an agent's efforts in minimising risk associated with the uncertainty of agent interactions, including collusion detection and the discovery of new providers.