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A Multi-agent System for Information Retrieval

  • Lenka Lhotska
  • Laura Prieto
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4739)

Abstract

This paper is focused on description of a partial project of a multi-agent system for information retrieval. It is an integral part of a large ongoing project: the design of a multi-agent system for supporting medical diagnostics and monitoring in the area of cardiology (the ADAM system). Cooperating agents provide a very natural means of automating the pre-processing and (at least partially) the evaluation of a vast amount of medical data utilizing all available medical knowledge. As additional and very important functionality we have decided to design and implement agents that serve for building ontologies from medical resources on the Internet. The current phase of the project is targeted at implementing the system and putting it into full use.

Keywords

multi-agent system information retrieval ontology medical information 

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References

  1. 1.
    Baujard, O., Baujard, V., Aurel, S., Boyer, C., Appel, R.D.: MARVIN, a multiagent softbot to retrieve multilingual medical information on the Web. Medical Information 23, 187–191 (1998)CrossRefGoogle Scholar
  2. 2.
    Larsson, J.E., Hayes-Roth, B.: Guardian: An Intelligent Autonomous Agent for Medical Monitoring and Diagnosis. IEEE Intelligent Systems and their Applications 13(1), 58–64 (1998)CrossRefGoogle Scholar
  3. 3.
    Decker, K., Li, J.: Coordinated hospital patient scheduling. In: Proceedings of the Fourth International Conference on Multi-agent systems, ICMAS-1998, Paris (1998)Google Scholar
  4. 4.
    Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval. Addison-Wesley ACM Press, New York (1997)Google Scholar
  5. 5.
    Brewington, B., et al.: Mobile agents in distributed information retrieval. In: Klusch, M. (ed.) Intelligent Information Agents, pp. 355–395. Springer, Heidelberg (1999)Google Scholar
  6. 6.
    Gray, R.S., Kotz, D., Cybenko, G., Rus, D.: ‘D’Agents: Security in a multiple-language, mobile-agent system. In: Vigna, G. (ed.) Mobile Agents and Security. LNCS, vol. 1419, pp. 154–187. Springer, Heidelberg (1998)CrossRefGoogle Scholar
  7. 7.
    Menczer, F.: Complementing Search Engines with Online Web Mining Agents. Decision Support Systems 35, 195–212 (2003)CrossRefGoogle Scholar
  8. 8.
    Nguyen, N.T., Ganzha, M., Paprzycki, M.: A Consensus-based Multi-agent Approach for Information Retrieval in Internet. In: Alexandrov, V.N., van Albada, G.D., Sloot, P.M.A., Dongarra, J.J. (eds.) ICCS 2006. LNCS, vol. 3993, pp. 208–215. Springer, Heidelberg (2006)CrossRefGoogle Scholar
  9. 9.
    Dermott, P.M., O’Riordan, C.: A System for Multi-agent Information Retrieval. In: O’Neill, M., Sutcliffe, R.F.E., Ryan, C., Eaton, M., Griffith, N.J.L. (eds.) AICS 2002. LNCS (LNAI), vol. 2464, pp. 70–77. Springer, Heidelberg (2002)CrossRefGoogle Scholar
  10. 10.
    Abasolo, J.M., Gomez, M.: MELISA. An Ontology-based Agent for Information Retrieval in Medicine. In: Borbinha, J.L., Baker, T. (eds.) ECDL 2000. LNCS, vol. 1923, Springer, Heidelberg (2000)Google Scholar
  11. 11.
    Rhodes, B.J., Maes, P.: Just-in-time Information Retrieval Agents. IBM Systems Journal 39(3/4), 685–704 (2000)CrossRefGoogle Scholar
  12. 12.
    Lhotska, L.: Design of a Decision Support System in Cardiology. The 3rd European Medical and Biological Engineering Conference - EMBEC´05. Prague: SBMILI ČLS JEP, vol. 11 (2005), ISSN 1727-1983Google Scholar
  13. 13.
    FIPA: Agent Management. Available, http://www.fipa.org
  14. 14.
    Bellifemine, F., Poggi, A., Rimassa, G.: Developing multi-agent systems with JADE. In: Castelfranchi, C., Lespérance, Y. (eds.) ATAL 2000. LNCS (LNAI), vol. 1986, Springer, Heidelberg (2001)CrossRefGoogle Scholar
  15. 15.
  16. 16.
  17. 17.
  18. 18.
  19. 19.
    Snowball. Available, http://snowball.tartarus.org/
  20. 20.
  21. 21.
  22. 22.

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Lenka Lhotska
    • 1
  • Laura Prieto
    • 2
  1. 1.Gerstner Laboratory, Czech Technical University in Prague, Technicka 2, 166 27 Prague 6Czech Republic
  2. 2.Universitat Rovira i Virgili, TarragonaSpain

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