Title :
FloodTrust for Improved Trust Transitivity
Author :
Letia, Ioan Alfred ; Slavescu, Radu Razvan
Author_Institution :
Dept. of Comput. Sci., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
Abstract :
For assessing its peers´ credibility, an agent can use the new Flood Trust trust metric inspired by the water flow in a system of pipes and reservoirs. Pipe discharges model agent peers´ trustworthiness, whilst a reservoir´s capacity is an inverse measure of the node´s competence for a specific issue. The trust of an agent towards another one is estimated by the filling speed of the reservoir associated with the latter when flooded. Flood Trust allows extrapolating trust between similar tasks, assessing its transitivity in an intuitive manner and revealing the most influential network arcs. Comparisons made with existing trust metrics on illustrative examples show an improvement of the Flood Trust for specific issues.
Keywords :
multi-agent systems; pipes; reservoirs; floodtrust; influential network arcs; node competence; peers credibility; peers trustworthiness; pipe discharges; reservoir capacity; trust metric; trust transitivity; water flow; Computational modeling; Extrapolation; Filling; Measurement; Peer to peer computing; Reservoirs; Valves; social interaction; trust metrics; trust model; trust transitivity; web of trust;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on
Conference_Location :
Lyon
Print_ISBN :
978-1-4577-1373-6
Electronic_ISBN :
978-0-7695-4513-4
DOI :
10.1109/WI-IAT.2011.151