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

被引：67
|
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
来源：
APPLIED ARTIFICIAL INTELLIGENCE | 2004年 / 18卷 / 9-10期
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 50 条
  • [1] An integrated trust and reputation model for open multi-agent systems
    Trung Dong Huynh
    Nicholas R. Jennings
    Nigel R. Shadbolt
    Autonomous Agents and Multi-Agent Systems, 2006, 13 : 119 - 154
  • [2] A reputation-oriented trust model for multi-agent environments
    Majd, Elham
    Balakrishnan, Vimala
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2016, 116 (07) : 1380 - 1396
  • [3] An integrated trust and reputation model for open multi-agent systems
    Huynh, Trung Dong
    Jennings, Nicholas R.
    Shadbolt, Nigel R.
    AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 2006, 13 (02) : 119 - 154
  • [4] Trust and Reputation in Multi-Agent Resilient Systems
    Sievers, Michael
    Madni, Azad M.
    Pouya, Parisa
    Minnichelli, Robert
    2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2019, : 741 - 747
  • [5] Revisiting Trust and Reputation in Multi-Agent Systems
    Huang, Hongbing
    Zhu, Guiming
    Jin, Shiyao
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 424 - 429
  • [6] An improvement of Coleman model of trust: Using FNHMS to manage reputation in multi-agent systems
    Xu, Guangquan
    Feng, Zhiyong
    Wang, Gang
    Wu, Huabei
    PROCEEDING OF THE 2007 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WORKSHOPS, 2007, : 319 - +
  • [7] FIRE: An integrated trust and reputation model for open multi-agent systems
    Huynh, TD
    Jennings, NR
    Shadbolt, NR
    ECAI 2004: 16TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 110 : 18 - 22
  • [8] Certainty, trust and evidence: Towards an integrative model of confidence in multi-agent systems
    Basheer, Ghusoon Salim
    Ahmad, Mohd Sharifuddin
    Tang, Alicia Y. C.
    Graf, Sabine
    COMPUTERS IN HUMAN BEHAVIOR, 2015, 45 : 307 - 315
  • [9] Trust and reputation-based multi-agent recommender system
    Bedi, Punam
    Agarwal, Sumit Kumar
    Richa
    INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2018, 16 (04) : 350 - 362
  • [10] Computational trust and reputation models for open multi-agent systems: a review
    Pinyol, Isaac
    Sabater-Mir, Jordi
    ARTIFICIAL INTELLIGENCE REVIEW, 2013, 40 (01) : 1 - 25
12345