Devising a trust model for multi-agent interactions using confidence and reputation

被引:68
作者
Ramchurn, SD [1 ]
Jennings, NR
Sierra, C
Godo, L
机构
[1] Univ Southampton, Sch Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
[2] Artificial Intelligence Res Inst, Bellaterra, Spain
关键词
D O I
10.1080/0883951049050904509045
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:833 / 852
页数:20
相关论文
共 14 条
[1]  
Calvo T, 2002, STUD FUZZ SOFT COMP, V97, P3
[2]  
DasGupta P., TRUST MAKING BREAKIN, P49
[3]  
ESTEVA M, 2000, LECT NOTES ARTIF INT, P126
[4]   Automated negotiation: Prospects, methods and challenges [J].
Jennings, NR ;
Faratin, P ;
Lomuscio, AR ;
Parsons, S ;
Wooldridge, MJ ;
Sierra, C .
GROUP DECISION AND NEGOTIATION, 2001, 10 (02) :199-215
[5]  
Marsh SP, 1994, Formalising trust as a computational concept
[6]   Risk and trust in social exchange: An experimental test of a classical proposition [J].
Molm, LD ;
Takahashi, N ;
Peterson, G .
AMERICAN JOURNAL OF SOCIOLOGY, 2000, 105 (05) :1396-1427
[7]  
RAMCHURN SD, 2004, KNWOELDGE ENG REV, V19
[8]  
RAMCHURN SD, 2003, WORKSH DEC TRUST FRA, P69
[9]  
Resnick P, 2002, ADV APP M-E, V11, P127
[10]  
Sabater J., 2002, Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems, P475