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Evaluation and Monitoring of the Air-Sea Interaction Using a CBR-Agents Approach

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Case-Based Reasoning Research and Development (ICCBR 2005)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 3620))

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Abstract

This paper presents a model constructed for the evaluation of the interaction of the atmosphere and the ocean. The work here presented focuses in the development of an agent based architecture that has been constructed for the evaluation of the interaction, between the atmosphere and the ocean waters, of several parameters. Such evaluation needs to be made continuously in a dynamic environment and therefore requires the use of autonomous models that evolve with the time. The proposed architecture incorporates CBR-agents whose aim is to monitor the evolution of the interaction of parameters and facilitate the creation of an explanation model. The system has been tested and this paper presents the results obtained.

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References

  1. Bergmann, R., Wilke, W.: On the role of abstraction in case-based reasoning. LNCS (LNAI), vol. 1186, pp. 28–43. Springer, Heidelberg (1996)

    Book  Google Scholar 

  2. Bratman, M.E., Israel, D., Pollack, M.E.: Plans and resource-bounded practical reasoning. Computational Intelligence 4, 349–355 (1988)

    Article  Google Scholar 

  3. Bratman, M.E.: Intentions, Plans and Practical Reason. Harvard University Press, Cambridge (1987)

    Google Scholar 

  4. Busetta, P., Ronnquist, R., Hodgson, A., Lucas, A.: JACK Intelligent Agents Components for Intelligent Agents in Java. Technical report, Agent Oriented Software Pty. Ltd, Melbourne, Australia, 1998 (1999)

    Google Scholar 

  5. Corchado, J.M., Laza, R.: Constructing Deliberative Agents with Case-based Reasoning Technology. International Journal of Intelligent Systems 18(12), 1227–1241 (2003)

    Article  Google Scholar 

  6. Corchado, J.M., Lees, B.: A Hybrid Case-based Model for Forecasting. Applied Artificial Intelligence 15(2), 105–127 (2001)

    Article  Google Scholar 

  7. Corchado, J.M., Aiken, J., Corchado, E., Lefevre, N., Smyth, T.: Quantifying the ocean’s CO2 budget with a coHeL-IBR system. In: Funk, P., González Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 533–546. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  8. Corchado, J.M., Pavón, J., Corchado, E., Castillo, L.F.: Development of CBR-BDI agents: A tourist guide application. In: Funk, P., González Calero, P.A. (eds.) ECCBR 2004. LNCS (LNAI), vol. 3155, pp. 547–559. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  9. D’Iverno, M., Kinny, D., Luck, M., Wooldridge, M.: A Formal Specification of dMARS. In: Rao, A., Singh, M.P., Wooldridge, M.J. (eds.) ATAL 1997. LNCS, vol. 1365, pp. 155–176. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  10. Feret, M.P., Glasgow, J.I.: Explanation-Aided Diagnosis for Complex Devices. In: Proceedings of the 12th National Conference an Artificial Intelligence, AAAI 1994, Seattle, USA (August 1994)

    Google Scholar 

  11. Freedman, J., Tukey, J.: A Projection Pursuit Algorithm for Exploratory Data Analysis. IEEE Transaction on Computers 23, 881–890 (1974)

    Article  Google Scholar 

  12. Fyfe, C., Corchado, E.S.: Maximum Likelihood Hebbian Rules. In: European Symposium on Artificial Neural Networks (2002)

    Google Scholar 

  13. Glez-Bedia, M., Corchado, J.M., Corchado, E.S., Fyfe, C.: Analytical Model for Constructing Deliberative Agents. Engineering Intelligent Systems 3, 173–185 (2002)

    Google Scholar 

  14. Huber, M.: A BDI-Theoretic Mobile Agent Architecture. In: AGENTS 1999. Proceedings of the Third Annual Conference on Autonomous Agents, Seattle, WA, USA, May 1-5, 1999, pp. 236–243. ACM, New York (1999)

    Chapter  Google Scholar 

  15. Kinny, D., Georgeff, M.: Commitment and effectiveness of situated agents. In: Proceedings of the Twelfth International Joint Conference on Artificial Intelligence (IJCAI 1991), Sydney, Australia, pp. 82–88 (1991)

    Google Scholar 

  16. Lefevre, N., Aiken, J., Rutllant, J., Daneri, G., Lavender, S., Smyth, T.: Observations of pCO2 in the coastal upwelling off Chile: Sapatial and temporal extrapolation using satellite data. Journal of Geophysical research 107(0) (2002)

    Google Scholar 

  17. Martín, F.J., Plaza, E., Arcos, J.L.: Knowledge and experience reuse through communications among competent (peer) agents. International Journal of Software Engineering and Knowledge Engineering 9(3), 319–341 (1999)

    Article  Google Scholar 

  18. Myers, K.: A Procedural Knowledge Approach to Task-Level Control. In: Proceedings of the Third International Conference on Artificial Intelligence Planning Systems, pp. 158–165 (1996)

    Google Scholar 

  19. Olivia, C., Chang, C.F., Enguix, C.F., Ghose, A.K.: Case-Based BDI Agents: An Effective Approach for Intelligent Search on the World Wide Web. In: AAAI Spring Symposium on Intelligent Agents, Stanford University, USA, March 22-24 (1999)

    Google Scholar 

  20. Rao, A.S.: AgentSpeak(L): BDI Agents speak out in a logical computable language. In: Perram, J., Van de Velde, W. (eds.) MAAMAW 1996. LNCS, vol. 1038, pp. 42–55. Springer, Heidelberg (1996)

    Chapter  Google Scholar 

  21. Rao, A.S., Georgeff, M.P.: BDI Agents: From Theory to Practice. In: First International Conference on Multi-Agent Systems (ICMAS 1995), San Franciso, USA (1995)

    Google Scholar 

  22. Sarmiento, J.L., Dender, M.: Carbon biogeochemistry and climate change. Photosynthesis Research 39, 209–234 (1994)

    Article  Google Scholar 

  23. Seung, H.S., Socci, N.D., Lee, D.: The Rectified Gaussian Distribution. In: Advances in Neural Information Processing Systems, vol. 10 (1998)

    Google Scholar 

  24. Takahashi, T., Olafsson, J., Goddard, J.G., Chipman, D.W., Sutherland, S.C.: Seasonal Variation of CO2 and nutrients in the High-latitude surface oceans: a comparative study. Global biochemical Cycles 7(4), 843–878 (1993)

    Article  Google Scholar 

  25. Wendler, J., Lenz, M.: CBR for Dynamic Situation Assessment in an Agent-Oriented Setting. In: Proc. AAAI 1998 Workshop on CBR Integrations, Madison, USA (1998)

    Google Scholar 

  26. Wooldridge, M., Jennings, N.R.: Agent Theories, Architectures, and Languages: a Survey. In: Wooldridge, Jennings (eds.) Intelligent Agents, pp. 1–22. Springer, Heidelberg (1995)

    Google Scholar 

  27. Wooldridge, M., Jennings, N.R., Kinny, D.: The Gaia Methodology for Agent-Oriented Analysis and Design. Journal of Autonomous Agents and Multi-Agent Systems 3(3), 285–312 (2000)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. Universidad Pontificia de Salamanca, C/ Compañía 5, 37002, Salamanca, Spain

    Javier Bajo

  2. Departamento Informática y Automática, Universidad de Salamanca, Plaza de la Merced s/n, 37008, Salamanca, Spain

    Juan M. Corchado

Authors
  1. Javier Bajo
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  2. Juan M. Corchado
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Editor information

Editors and Affiliations

  1. Department of Computer Science & Engineering, Lehigh University, PA 18015, Bethlehem,  

    Héctor Muñoz-Ávila

  2. Free University of Bozen-Bolzano,  

    Francesco Ricci

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© 2005 Springer-Verlag Berlin Heidelberg

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Bajo, J., Corchado, J.M. (2005). Evaluation and Monitoring of the Air-Sea Interaction Using a CBR-Agents Approach. In: Muñoz-Ávila, H., Ricci, F. (eds) Case-Based Reasoning Research and Development. ICCBR 2005. Lecture Notes in Computer Science(), vol 3620. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11536406_7

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  • DOI: https://doi.org/10.1007/11536406_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-28174-0

  • Online ISBN: 978-3-540-31855-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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