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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Weiser, M.: The Computer for the 21st Century. Scientific American (1991)
Dehghantanha, A., Ramli, R.: A User-Centered Context-Sensitive Privacy Model in Pervasive Systems, Coll. of Technol. & Innovation, Asia Pacific Univ., Kualalumpor, Malaysia (2010)
Ferber, J.: MAS: An Introduction to Distributed Artificial Intelligence (1999)
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)
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
FIPA-IEEE: Foundation for Intelligent Physical Agents (2012), http://www.fipa.org/
Garcia, D.: Introducción al estándar FIPA. Universidad Complutense de Madrid (2000)
Chesani, F.: Recommendation Systems. Corso di laurea in Ingegneria Informatica, pp. 1–32 (2007)
Mizhquero, K., Barrera, J.: Análisis, Diseño e Implementación de un Sistema Adaptivo de Recomendación de Información Basado en Mashups. Tecnológica ESPOL-RTE (2009)
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)
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)
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)
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)
OSGi Alliance: OSGi Service Platform Core Specification (2012), http://www.osgi.org/
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)
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)
Iglesias, C.: Definición de una Metodología para el Desarrollo de Sistemas Multiagentes. Universidad Politécnica de Madrid, España (1998)
Bellifemine, F., Poggi, A., Rimassa, G.: JADE – A FIPA-compliant agent framework. In: Proceedings of PAAM (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
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
Download citation
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)