A FRAMEWORK FOR DYNAMIC KNOWLEDGE ACQUISITION

Ana Aguilera, Alberto Subero

2008

Abstract

This article proposes a conceptual model based on agents in medical workgroups for the resolution of clinical cases. Our objective is to provide a suitable conceptual framework for the dynamic acquisition of expert knowledge from different sources. This framework is sufficiently flexible to allow its transformation to the symbolic level that finally characterizes the implementation approach; it is a design model prior to implementation. We considered an interface design to be used for the integration and combination of different sources of expertise. The subject which interests us is the knowledge produced in the workgroup processes.

References

  1. Aguilera A.(a), “An agent model for medical diagnostic support with multi-experts", Sciences of Electronic, Technology of Information and Telecommunications, SETIT 2003, Sousse, Tunisia, Mars 2003, paper R234A002.
  2. A. Aguilera (b), « Télé-consultation en radiologie médicale », Département ITI, ENSTB. Colloque Les Nouvelles Technologies dans la cité, Rennes- France, Déc. 2003 WWW : http://tic-cite.univrennes1.fr/resume.php?lien=42.txt&mail=ana.aguilera @enst-bretagne.fr.
  3. F. Cárdenas, J. Pacheco, “Desarrollo del software para un sistema colaborativo de diagnosis médica”. Thesis in electrical engineering, Universidad de Carabobo, 2001.
  4. J. Domingue, E. Motta Et S. Watt, “The Emerging VITAL Workbench”, Lecture Notes in Computer Science, volume 723, pp. 320-339. Springer-Verlag, Toulouse and Caylus, France, 7th European Workshop, EKAW, 1993.
  5. S. Ladibi, “Ingénierie de la Connaissance dans le cadre de Projets Multi-Experts : Méthode, Techniques et Outil”. Thèse Doctorale, Université de Nice - Sophia Antipolis, 1995.
  6. W. J. Long, “Medical informatics: reasoning methods”, Artificial Intelligence in Medicine, Volume 23, Issue 1, August 2001, Pp. 71-87.
  7. S. Ossowski, “Coordination in Artificial Agent Societies. Social Structure and Its Implications for Autonomous Problem-Solving Agents”, Number 1202 in LNAI. Springer Verlag, 1999.
  8. W. Park, “Causalité et Raisonnements dans le diagnostique médical”, proceedings Setit, SousseTunisia, 2003.
  9. J. Quintero, “Décision collaborative dans le domaine médical analyse d'un cas de diagnostic”, proceedings Setit, Sousse- Tunisia, 2003.
  10. M. Reinders, H. Akkermans, et al., “A conceptual modelling framework for knowledge-level reflection”, AI-Communications, 4(2/3) :74-87, 1991.
  11. G. Schreiberakkermans, H., Anjewierden, A., et al., “Knowledge Engineering and Management. The CommonKADS Methodology”. The MIT Press, 2000.
  12. P. Torasso, “Multiple representations and multi-modal reasoning in medical diagnostic systems”, Artificial Intelligence in Medicine, Volume 23, Issue 1, August 2001, Pp 49-69.
  13. E. Turban, “Decision support and Expert Systems. Management Support Systems”, Prentice Hall, 4° Edition, 1995.
  14. R. Van Harmelen, “Knowledge-level reflection : Specifications and architectures”, Technical Report R.2 RFL/UvA/III.2, ESPRIT Basic Research Action P3178 REFLECT, REFLECT Consortium, 1992.
  15. G. Van Heijst, P Terpstra, et al., “Using generalized directive models in knowledge acquisition”, In Proc. of the 6th European Knowledge Acquisition Workshop, pp. 112-132, Heidelberg and Kaiserslautern, Germany, Lecture Notes in Artificial Intelligence, 1992.
  16. G. Weiss, “Multiagent Systems: A Modern Approach to Distributed Artificial Intelligent”, The MIT Press, 2000.
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Paper Citation


in Harvard Style

Aguilera A. and Subero A. (2008). A FRAMEWORK FOR DYNAMIC KNOWLEDGE ACQUISITION . In Proceedings of the International Conference on e-Business - Volume 1: ICE-B, (ICETE 2008) ISBN 978-989-8111-58-6, pages 58-63. DOI: 10.5220/0001913800580063


in Bibtex Style

@conference{ice-b08,
author={Ana Aguilera and Alberto Subero},
title={A FRAMEWORK FOR DYNAMIC KNOWLEDGE ACQUISITION},
booktitle={Proceedings of the International Conference on e-Business - Volume 1: ICE-B, (ICETE 2008)},
year={2008},
pages={58-63},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001913800580063},
isbn={978-989-8111-58-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on e-Business - Volume 1: ICE-B, (ICETE 2008)
TI - A FRAMEWORK FOR DYNAMIC KNOWLEDGE ACQUISITION
SN - 978-989-8111-58-6
AU - Aguilera A.
AU - Subero A.
PY - 2008
SP - 58
EP - 63
DO - 10.5220/0001913800580063