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Developing a composite trust model for multi-agent systems

Published: 08 May 2006 Publication History

Abstract

The Semantic Web, conceived as a collection of agents, brings new opportunities and challenges to trust research. Enabling trust to ensure more effective and efficient interaction is at the heart of the Semantic Web vision. We propose a composite trust model based on statistical decision theory and Bayesian sequential analysis to balance the costs and benefits during the process of trust evaluating and combine a variety of sources of information to assist users with making the correct decisions in selecting the appropriate service providers according to their preferences. The model proposed by this paper gives trust a strict mathematical interpretation in terms of probability theory.

References

[1]
James, O. B. Statistical Decision Theory and Bayesian Analysis. Springer-Verlag, New York Inc, 1985.
[2]
O'Hara, K. Alani, H. Kalfoglou, Y. and Shadbolt, N. Trust Strategies for the Semantic Web. In Proceedings of Workshop on Trust, Security, and Reputation on the Semantic Web at International Semantic Web Conference (ISWCI '04), Hiroshima, Japan, 2004.
[3]
Richardson, M. Agrawal, R. and Domingos, P. Trust Management for the Semantic Web. In Proceedings of the International Semantic Web Conference (ISWCI '03), Sanibel Island, Florida, USA, 2003, 351--368.

Cited By

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  • (2015)Trust and Reputation Models for Multiagent SystemsACM Computing Surveys10.1145/281682648:2(1-42)Online publication date: 12-Oct-2015
  • (2013)A Framework for Trust-Based Multidisciplinary Team RecommendationUser Modeling, Adaptation, and Personalization10.1007/978-3-642-38844-6_4(38-50)Online publication date: 2013
  • (2012)A novel trust measurement method based on certified belief in strength for a multi-agent classifier systemNeural Computing and Applications10.1007/s00521-012-1245-224:2(421-429)Online publication date: 27-Oct-2012
  • Show More Cited By

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cover image ACM Conferences
AAMAS '06: Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
May 2006
1631 pages
ISBN:1595933034
DOI:10.1145/1160633
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 08 May 2006

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Author Tags

  1. bayesian sequential analysis
  2. semantic web
  3. trust model

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Cited By

View all
  • (2015)Trust and Reputation Models for Multiagent SystemsACM Computing Surveys10.1145/281682648:2(1-42)Online publication date: 12-Oct-2015
  • (2013)A Framework for Trust-Based Multidisciplinary Team RecommendationUser Modeling, Adaptation, and Personalization10.1007/978-3-642-38844-6_4(38-50)Online publication date: 2013
  • (2012)A novel trust measurement method based on certified belief in strength for a multi-agent classifier systemNeural Computing and Applications10.1007/s00521-012-1245-224:2(421-429)Online publication date: 27-Oct-2012
  • (2011)Using asymmetric keys in a certified trust model for multiagent systemsExpert Systems with Applications10.1016/j.eswa.2010.05.01638:2(1233-1240)Online publication date: Feb-2011

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