PERSONALIZATION OF A TRUST NETWORK

Laurent Lacomme, Yves Demazeau, Valérie Camps

Abstract

Trust and personalization are two important notions in social network that have been intensively developed in multi-agent systems during the last years. But there is few works about integrating these notions in the same network of agents. In this paper, we present a way to integrate trust and personalization in an agent network by adding a new dimension to the calculus of trust in the model of Falcone and Castelfranchi, which we will call a similarity degree. We first present the fundamental notions and models we use, then the model of integration we developed and finally the experiments we made to validate our model.

References

  1. Camps, V., & Gleizes, M.-P., Principes et évaluation d'une méthode d'auto-organisation. 3èmes Journées Francophones IAD & SMA, pp. 337-348. St Baldoph, 1995.
  2. Castelfranchi, C., & Falcone, R., Principles of trust for mas : cognitive anatomy, social importance, and quantification. 3rd Int. Conf. on Multi-Agent Systems, ICMAS'98, pp. 72-79, Paris, 1998.
  3. Castelfranchi, C., & Falcone, R. Trust dynamics : How trust is influenced by direct experiences and by trust itself. 3rd Int. J. Conf. on Autonomous Agents and Multiagent Systems, AAMAS'04, 2. New-York, 2004.
  4. Endriss, U., Preference Representation in Combinatorial Domains. Institute for Logic, Language and Computation, Univ. of Amsterdam, 2006.
  5. Gauch, S., Speretta, M., Chandramouli, A., & Micarelli, A., User Profiles for Personalized Information Access. The Adaptive Web, pp. 54-89, 2007.
  6. Maximilien, E. M., & Singh, M. P., Agent-Based Trust Model Involving Multiple Qualities. 4th Int. J. Conf. on Autonomous Agents and Multiagent Systems, AAMAS'05, Utrecht, 2005.
  7. Melaye, D., Demazeau, Y. & Bouron, Th. “Which Adequate Trust Model for Trust Networks?”, 3rd IFIP Conference on Artificial Intelligence Applications and Innovations, AIAI'2006, eds, IFIP, Athens, 2006.
  8. Montaner, M., López, B., & De La Rosa, J. L., A Taxonomy of Recommender Agents on the Internet. Artificial Intelligence Review , 19, pp. 285-330, 2003.
  9. Rao, A., & Georgeff, M. BDI Agents : From theory to practice, Tech. Rep. 56, Australian AI Institute, Melbourne, 1995.
Download


Paper Citation


in Harvard Style

Lacomme L., Demazeau Y. and Camps V. (2009). PERSONALIZATION OF A TRUST NETWORK . In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8111-66-1, pages 408-415. DOI: 10.5220/0001659204080415


in Bibtex Style

@conference{icaart09,
author={Laurent Lacomme and Yves Demazeau and Valérie Camps},
title={PERSONALIZATION OF A TRUST NETWORK},
booktitle={Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2009},
pages={408-415},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001659204080415},
isbn={978-989-8111-66-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - PERSONALIZATION OF A TRUST NETWORK
SN - 978-989-8111-66-1
AU - Lacomme L.
AU - Demazeau Y.
AU - Camps V.
PY - 2009
SP - 408
EP - 415
DO - 10.5220/0001659204080415