Title :
Bayesian network-based trust model
Author :
Wang, Yao ; Vassileva, Julita
Author_Institution :
Dept. of Comput. Sci., Saskatchewan Univ., Saskatoon, Sask., Canada
Abstract :
We propose a Bayesian network-based trust model. Since trust is multifaceted, even in the same context, agents still need to develop differentiated trust in different aspects of other agents´ behaviors. The agent´s needs are different in different situations. Depending on the situation, an agent may need to consider its trust in a specific aspect of another agent´s capability or in a combination of multiple aspects. Bayesian networks provide a flexible method to present differentiated trust and combine different aspects of trust. A Bayesian network-based trust model is presented for a file sharing peer-to-peer application.
Keywords :
belief networks; distributed processing; multi-agent systems; security of data; Bayesian network-based trust model; distributed processing; file sharing; multiagent systems; peer-to-peer application; Authentication; Authorization; Bayesian methods; Computer science; Distributed computing; Electronic commerce; Intelligent agent; Peer to peer computing; Protection;
Conference_Titel :
Web Intelligence, 2003. WI 2003. Proceedings. IEEE/WIC International Conference on
Print_ISBN :
0-7695-1932-6
DOI :
10.1109/WI.2003.1241218