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User-Centered Ubiquitous Multi-Agent Model for e-Health Web-Based Recommender Applications Development

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Book cover Highlights on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2013)

Abstract

Despite recent progress in e-health system development, there are still significant problems in health service recommendation processes such as searching for healthcare specialists or medical appointments in hospitals and healthcare centers. Also, there are not so many e-health user-centered systems that provide assistance and good recommendations to users at any time in the location they are situated. The aim of this paper is to propose a model based on the integration of several approaches such as: ubiquitous computing, adaptive and recommender systems, web-based and user-centered multi-agent systems, and ontologies. In addition, an e-health web-based system prototype was built based on this model adopting mechanisms to search for information from anywhere and anytime, thus providing ubiquity characteristics. Finally, we present the validation of the U-MAS-HEALTH system by means of a case study.

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References

  1. Weiser, M.: The Computer for the 21st Century. Scientific American (1991)

    Google Scholar 

  2. Dehghantanha, A., Ramli, R.: A User-Centered Context-Sensitive Privacy Model in Pervasive Systems, Coll. of Technol. & Innovation, Asia Pacific Univ., Kualalumpor, Malaysia (2010)

    Google Scholar 

  3. Ferber, J.: MAS: An Introduction to Distributed Artificial Intelligence (1999)

    Google Scholar 

  4. Zhou, D., Gao, J.: Maintaining Approximate Minimum Steiner Tree and k-center for Mobile Agents in a Sensor Network. In: 2010 Proceedings IEEE, INFOCOM, March 14-19, pp. 1–5 (2010)

    Google Scholar 

  5. Uschold, M., Gruninger, M.: Ontologies: Principles, methods and applications. Knowledge Engineering Review 11(2), 93–155 (1996); Proceedings of the 10th International Conference on Computer Supported Cooperative Work in Design

    Google Scholar 

  6. FIPA-IEEE: Foundation for Intelligent Physical Agents (2012), http://www.fipa.org/

  7. Garcia, D.: Introducción al estándar FIPA. Universidad Complutense de Madrid (2000)

    Google Scholar 

  8. Chesani, F.: Recommendation Systems. Corso di laurea in Ingegneria Informatica, pp. 1–32 (2007)

    Google Scholar 

  9. Mizhquero, K., Barrera, J.: Análisis, Diseño e Implementación de un Sistema Adaptivo de Recomendación de Información Basado en Mashups. Tecnológica ESPOL-RTE (2009)

    Google Scholar 

  10. Sanjuán, O., Torres, E., Castán, H., Gonzalez, R., Pelayo, C., Rodriguez, L.: Viabilidad de la Aplicación de Sistemas de Recomendación a entornos de e-learning (2009)

    Google Scholar 

  11. Carrillo, A., Gensel, J., Villanova, M., Martin, H.: PUMAS: A Framework based on Ubiquitous Agents for Accessing Web Information Systems through Mobile Devices. In: 20th Symposium on Applied Computing (SAC 2005), pp. 1003–1008. ACM Press, New York (2005)

    Google Scholar 

  12. Costa, R., Neves, J., Novais, P., Machado, J., Lima, L., Alberto, C.: Intelligent Mixed Reality for the Creation of Ambient Assisted Living. In: Neves, J., Santos, M.F., Machado, J.M. (eds.) EPIA 2007. LNCS (LNAI), vol. 4874, pp. 323–331. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  13. Costa, R., Novais, P., Lima, L., Carneiro, D., Samico, D., Oliveira, J., Machado, J., Neves, J.: VirtualECare: Intelligent Assisted Living. In: Weerasinghe, D. (ed.) eHealth 2008. LNICST, vol. 1, pp. 138–144. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  14. OSGi Alliance: OSGi Service Platform Core Specification (2012), http://www.osgi.org/

  15. Aiello, F., Bellifemine, F.L., Fortino, G., Galzarano, S., Gravina, R.: An agent-based signal processing in-node environment for real-time human activity monitoring based on wireless body sensor networks. Journal of Engineering Applications of Artificial Intelligence 24, 1147–1161 (2011)

    Article  Google Scholar 

  16. Wooldridge, M., Jennings, N.R., Kinny, D.: A methodology for agent-oriented analysis and design. In: Proceedings of the Third Annual Conference on Autonomous Agents-AGENTS 1999, vol. 27, pp. 69–76 (1999)

    Google Scholar 

  17. Iglesias, C.: Definición de una Metodología para el Desarrollo de Sistemas Multiagentes. Universidad Politécnica de Madrid, España (1998)

    Google Scholar 

  18. Bellifemine, F., Poggi, A., Rimassa, G.: JADE – A FIPA-compliant agent framework. In: Proceedings of PAAM (1999)

    Google Scholar 

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Álvarez, S., Salazar, O., Ovalle, D. (2013). User-Centered Ubiquitous Multi-Agent Model for e-Health Web-Based Recommender Applications Development. In: Corchado, J.M., et al. Highlights on Practical Applications of Agents and Multi-Agent Systems. PAAMS 2013. Communications in Computer and Information Science, vol 365. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38061-7_40

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  • DOI: https://doi.org/10.1007/978-3-642-38061-7_40

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38060-0

  • Online ISBN: 978-3-642-38061-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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