A context-aware computational trust model for multi-agent systems

Yong Wang; Ming Li; Eamonn Dillon; Ling Guo Cui; Jing Jing Hu; Le Jian Liao

doi:10.1109/ICNSC.2008.4525384

A context-aware computational trust model for multi-agent systems

Yong Wang^*, Ming Li, Eamonn Dillon, Ling Guo Cui, Jing Jing Hu, Le Jian Liao

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

11 Citations (Scopus)

Abstract

Contest information is taken into account when evaluating agents' trust to reflect the dynamic feature of multi-agent systems in open uncertain environment more accurately. A context-aware computational trust model based on Bayesian networks is proposed. Unlike many existing intuitive solutions, both the reputation estimation and unfair recommender filtering use statistical approaches. Risk is explicitly combined with trust to help agents making proper decisions. Simulation results show that our prototype system can make accurate trust inferences and is robust against unfair recommenders.

Original language	English
Title of host publication	Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC
Pages	1119-1124
Number of pages	6
DOIs	https://doi.org/10.1109/ICNSC.2008.4525384
Publication status	Published - 2008
Event	2008 IEEE International Conference on Networking, Sensing and Control, ICNSC - Sanya, China Duration: 6 Apr 2008 → 8 Apr 2008

Publication series

Name	Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC

Conference

Conference	2008 IEEE International Conference on Networking, Sensing and Control, ICNSC
Country/Territory	China
City	Sanya
Period	6/04/08 → 8/04/08

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10.1109/ICNSC.2008.4525384

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Wang, Y., Li, M., Dillon, E., Cui, L. G., Hu, J. J., & Liao, L. J. (2008). A context-aware computational trust model for multi-agent systems. In Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC (pp. 1119-1124). Article 4525384 (Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC). https://doi.org/10.1109/ICNSC.2008.4525384

@inproceedings{fa786f7cc8444ee292b5edf2c09d9bfc,

title = "A context-aware computational trust model for multi-agent systems",

abstract = "Contest information is taken into account when evaluating agents' trust to reflect the dynamic feature of multi-agent systems in open uncertain environment more accurately. A context-aware computational trust model based on Bayesian networks is proposed. Unlike many existing intuitive solutions, both the reputation estimation and unfair recommender filtering use statistical approaches. Risk is explicitly combined with trust to help agents making proper decisions. Simulation results show that our prototype system can make accurate trust inferences and is robust against unfair recommenders.",

author = "Yong Wang and Ming Li and Eamonn Dillon and Cui, {Ling Guo} and Hu, {Jing Jing} and Liao, {Le Jian}",

year = "2008",

doi = "10.1109/ICNSC.2008.4525384",

language = "English",

isbn = "9781424416851",

series = "Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC",

pages = "1119--1124",

booktitle = "Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC",

note = "2008 IEEE International Conference on Networking, Sensing and Control, ICNSC ; Conference date: 06-04-2008 Through 08-04-2008",

}

Wang, Y, Li, M, Dillon, E, Cui, LG , Hu, JJ & Liao, LJ 2008, A context-aware computational trust model for multi-agent systems. in Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC., 4525384, Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC, pp. 1119-1124, 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC, Sanya, China, 6/04/08. https://doi.org/10.1109/ICNSC.2008.4525384

A context-aware computational trust model for multi-agent systems. / Wang, Yong; Li, Ming; Dillon, Eamonn et al.
Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC. 2008. p. 1119-1124 4525384 (Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - Contest information is taken into account when evaluating agents' trust to reflect the dynamic feature of multi-agent systems in open uncertain environment more accurately. A context-aware computational trust model based on Bayesian networks is proposed. Unlike many existing intuitive solutions, both the reputation estimation and unfair recommender filtering use statistical approaches. Risk is explicitly combined with trust to help agents making proper decisions. Simulation results show that our prototype system can make accurate trust inferences and is robust against unfair recommenders.

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T3 - Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC

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BT - Proceedings of 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC

T2 - 2008 IEEE International Conference on Networking, Sensing and Control, ICNSC

Y2 - 6 April 2008 through 8 April 2008

ER -

A context-aware computational trust model for multi-agent systems

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