GENERATION AND USE OF ONE ONTOLOGY FOR INTELLIGENT INFORMATION RETRIEVAL FROM ELECTRONIC RECORD HISTORIES

Miguel A. Prados de Reyes, M. Carmen Peña Yañez, M. Amparo Vila Miranda, M. Belen Prados Suarez

Abstract

This paper analyzes the terminology used in the diagnosis, treatment, exploration, and operation descriptions entered by doctors in the electronic healthcare record. From this, expression stability (and the use of a sufficiently limited and controlled language) is shown, which is therefore reasonably valid for a conceptualization process to be employed on it. This conceptualization process is performed by the generation of an ontology which proposes semantic classes according to the different medical concepts to be used on data-base query profiles. By way of summary, we shall propose a semantic organizational method so that classes, attributes and properties in the ontology may act as links between the database and the users, both in information incorporation processes and in queries. It offers a wide range of benefits by extending and making information management possibilities more flexible, and enabling the application of traditional data mining techniques.

References

  1. Dameron O., Gibaud B., & Musen M. A. 2004. Using semantic dependencies for consistency management of an ontology of brain-cortex anatomy. First International Workshop on Formal Biomedical Knowledge Representation KRMED04, Whistler, Canada.
  2. Delgado M., Martin-Bautista M.J., Serrano J.M., Sanchez D., Vila M.A., 2002. Association Rules extraction for Text Minino. Lectures Notes in Artificial Intelligence V. 2522 pp.154-162
  3. Guarino N., 1998. Formal Ontology and Information Systems. Formal Ontology in Information Systems. pp. 3-15. (FOIS 98). Trento (Italia). IOS Press Weaving the Biomedical Semantic Web with the Protégé OWL Plugin. First International Workshop on Formal Biomedical Knowledge Representation, Whistler, Canada.
  4. Lambrix P., Habbouche M., Perez M., 2003. Evaluation of ontology development tools for bioinformatics. Bioinformatic Vol. 19, n.12 pag 1564-1571.
  5. Maniez J., 1992. Los lenguajes documentales y de indización. Fundación Germán Sánchez Ruperez. Pirámide, Madrid.
  6. Martin-Bautista M.J., Sanchez D, Chamorro-Martinez J., Serrano J.M., Vila M.A. 2004. Mining Web Documents To Find Additional Query Terms Using Fuzzy Association Rules. Fuzzy Sets and Systems V.148 pp. 85-1104.
  7. Noy N., Tu S., 2003. Developing Medical Informatics Ontologies Using Protégé Tutorial materials for AMIA 2003 tutorial.
  8. Prados M., Peña M.C. 2003, Sistemas de Información hospitalarios. Organización y gestión de Proyectos. EASP (Escuela Andaluza de Salud Pública), Granada, 1nd edition.
  9. Prados M., Peña M.C., Prados M.B., Garrido J.M. 2004, Gestión de conocimiento en el ámbito hospitalario. EASP (Escuela Andaluza de Salud Pública), Granada, nd 1 edition.
  10. Shankar R. D., Tu S. W., & Musen M. A.,2002. Use of Protégé-2000 to Encode Clinical Guidelines. SMI2002-0944.(http://protégé.stanford.edu/doc)
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Paper Citation


in Harvard Style

A. Prados de Reyes M., Carmen Peña Yañez M., Amparo Vila Miranda M. and Belen Prados Suarez M. (2006). GENERATION AND USE OF ONE ONTOLOGY FOR INTELLIGENT INFORMATION RETRIEVAL FROM ELECTRONIC RECORD HISTORIES . In Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 3: ICEIS, ISBN 978-972-8865-43-6, pages 565-571. DOI: 10.5220/0002465205650571


in Bibtex Style

@conference{iceis06,
author={Miguel A. Prados de Reyes and M. Carmen Peña Yañez and M. Amparo Vila Miranda and M. Belen Prados Suarez},
title={GENERATION AND USE OF ONE ONTOLOGY FOR INTELLIGENT INFORMATION RETRIEVAL FROM ELECTRONIC RECORD HISTORIES},
booktitle={Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 3: ICEIS,},
year={2006},
pages={565-571},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002465205650571},
isbn={978-972-8865-43-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 3: ICEIS,
TI - GENERATION AND USE OF ONE ONTOLOGY FOR INTELLIGENT INFORMATION RETRIEVAL FROM ELECTRONIC RECORD HISTORIES
SN - 978-972-8865-43-6
AU - A. Prados de Reyes M.
AU - Carmen Peña Yañez M.
AU - Amparo Vila Miranda M.
AU - Belen Prados Suarez M.
PY - 2006
SP - 565
EP - 571
DO - 10.5220/0002465205650571