A SUPER-AGENT-BASED FRAMEWORK FOR REPUTATION MANAGEMENT AND COMMUNITY FORMATION IN DECENTRALIZED SYSTEMS

Yao Wang, Jie Zhang, Julita Vassileva
2014 Computational intelligence  
In this paper, we propose a novel super-agent based framework for reputation management and community formation in decentralized systems. We describe this framework in the context of web service selection where agents with more capabilities act as super-agents. These super-agents serve as reputation managers to maintain reputation information of services and share the information with other consumer agents which have less capabilities than the super-agents. In addition, superagents can maintain
more » ... communities and build community-based reputation for a service based on the opinions from all community members that have similar interests and judgement criteria as the super-agents or the other community members. A practical reward mechanism is also introduced to create incentives for super-agents to contribute their resources (to maintain reputation and form communities) and provide truthful reputation information. Experimental results obtained through simulation confirm that our approach achieves better effectiveness and scalability compared to the systems that do not use super-agents and that do not form communities.
doi:10.1111/coin.12026 fatcat:rb4m3t7terhldbn2plfpmym46i