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Toward integration of knowledge based systems and knowledge discovery systems

  • Autores: Claudio Rancan, Patricia Mabel Pesado, Ramón García Martínez
  • Localización: Journal of Computer Science and Technology, ISSN-e 1666-6038, Vol. 7, Nº. 1, 2007 (Ejemplar dedicado a: Nineteenth Issue), págs. 91-97
  • Idioma: inglés
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  • Resumen

    • This paper presents a proposal for an architecture that integrates knowledge discovery systems (automatic acquisition) and knowledge based systems (experts systems). This work formulates considerations over the viability of the implementation of this architecture according to the advance of the technologies involved.

  • Referencias bibliográficas
    • References [1] Sierra, E., Hossian, A. y García-Martínez, R. 2003. Sistemas Expertos que Recomiendan Estrategias de Instrucción. Un Modelo...
    • [2] Sierra, E., Hossian, A., García-Martínez, R. y Marino, P.2005. Sistema Experto para Control Inteligente de las Variables Ambientales de...
    • Edificio Energéticamente Eficiente. Proc. XI Reunión de Trabajo en Procesamiento de la Información y Control. pp. 446-452.
    • [3] Bermejo, F., Britos, P., Rossi, B y García Martínez, R. 2002. Sistema de Asistencia para la Configuración de Ventiladores OAF en Neonatolgía....
    • [4] Gómez, S., Perichinsky, G. y Garcia Martinez, R. 2001. Un Sistema Experto Legal para la Individualización y Acuerdos para Penas. Proc....
    • [5] Diez, E., Britos, P., Rossi, By García-Martínez, R. 2003. Generación Asistida del Mapa de Actividades de Proyectos de Desarrollo de Software....
    • [6] García-Martínez, R. y Britos, P. 2004. Ingeniería de Sistemas Expertos. Editorial Nueva Librería.
    • [7] Britos, P. 2001. Sistema de Ayuda sobre Legislación Argentina en Riesgos de Trabajo”. Tesis de Magíster en Ingeniería del Conocimiento....
    • [8] Rizzi, M. 2001. Sistema Experto Asistente de Requerimientos. Tesis de Magister en Ingeniería del Software. Escuela de Posgrado del Instituto...
    • [9] Ierache, J. y Garcia-Martinez, R. 2004. Sistema Experto Aplicado al Control del Espacio Aéreo. Proc. IX Congreso Argentino de Ciencias...
    • [10] Hossian, A. 2003. Sistema de Asistencia para la Selección de Estrategias y Actividades Instruccionales. Tesis de Magister en Ingeniería...
    • [11] Debenham, J. 1990. Knowledge Systems Design. Prentice Hall.
    • [12] Debenham, J. 1998. Knowledge Engineering: Unifying Knowledge Base and Database Design. Springer-Verlag.
    • [13] Gomez, A., Juristo, N., Montes, C. y Pazos, J. 1997. Ingeniería del Conocimiento. Editorial R. Areces. Madrid.
    • [14] Michalski, R. S. 1991. Toward an Unified Theory of Learning: An Outline of Basic Ideas, Proc. 3rd World Conference on the Fundamentals...
    • [15] DeJong, G.F., Mooney, R.J. 1986. Explanation-Based Learning: An Alternative View, Machine Learning, 1: 145-176.
    • [16] Michalski, R. S., Carbonell, J. G., Mitchell, T. M. (eds.). 1983. Machine Learning: An Artificial Intelligence Approach, Vol. I. Morgan-Kauffman
    • [17] Michalski, R. S., Carbonell, J. G., Mitchell, T. M. (eds.), 1986. Machine Learning: An Artificial Intelligence Approach, Vol. II, Morgan-Kauffman
    • [18] Michalski, R. Bratko, I. Kubat, M (eds.) 1998. Machine Learning and Data Mining, Methods and Applications, John Wiley & Sons Ltd,...
    • [19] Michalski, R. S., Tecuci, G. (eds) 1994. Machine Learning: A Multistrategy Approach, Vol. III, Morgan Kauffman
    • [20] Mitchell, T. M. 1996. Machine Learning, McGraw-Hill.
    • [21] Michie, D. 1988. Machine Learning in the next five years, EWSL-88, 3rd European Working Session on Learning, Glasgow, Londres, Pitman.
    • [22] Fayad, U. M., Piatetsky-Shapiro, G., Smyth, P., Uhturudsamy, R. (eds). 1996. Advances in Knowledge Discovery and Data Mining, San Mateo,...
    • [23] Grossman, R., Kasif, S., Moore, R., Rocke, D. andUllman, J. 1999. Data Mining Research: Opportunities and Challenges, A Report of three...
    • [24] Evangelos, S., Han, J, (eds). 1996. Proc. of the Second International Conference on Knowledge Discovery and Data Mining, Portland, EE.UU.
    • [25] Jensen D. 2002. Knowledge Evaluation. Handbook of Data Mining and Knowledge Discovery. Kloesgen, W. and J. Zytkow (Eds.). Oxford: Oxford...
    • [26] Utgoff P., V. Lesser, and D. Jensen 2000. Inferring task structure from data. University of Massachusetts, Department of Computer Science....
    • [27] Jensen D. and J. Neville 2002. Schemas and models. Proc. Multi-Relational Data Mining Workshop, 8th ACM SIGKDD International Conference...
    • [28] Neville J. and D. Jensen 2002. Supporting relational knowledge discovery: Lessons in architecture and algorithm design. Proc. Data Mining...
    • [29] Jensen D., Y. Dong, B. Lerner, E. McCall, L. Osterweil, S. Sutton Jr., and A. Wise 1999. Coordinating agent activities in knowledge discovery...
    • [30] Britos, P., Hossian, A., García Martínez, R. y Sierra, E. 2005. Minería de Datos Basada en Sistemas Inteligentes. 876 páginas. Editorial...
    • [31] Fritz, W., García Martínez, R., Rama, A., Blanqué, J., Adobatti, R, y Sarno, M. 1989. The Autonomous Intelligent System. Robotics and...
    • [32] García Martínez, R. & Borrajo Millán, D.1996. Unsupervised Machine Learning Embedded in Autonomous Intelligent Systems.Proc. XIV...
    • [33] García Martínez, R. y Borrajo Millán, D. 1997. Planning, Learning and Executing in Autonomous Systems. Lecture Notes in Artificial Intelligence....
    • [34] García Martínez, R. & Borrajo Millán, D.1998. Learning in Unknown Environments by Knowledge Sharing. Proc. Seventh European Workshop...
    • [35] García Martínez, R. y Borrajo Millán, D. 2000. An Integrated Approach of Learning, Planning and Executing. Journal of Intelligent and...
    • [36] Sierra, E., García-Martínez, R., Hossian, A., Britos, P. y Balbuena, E. 2006. Providing Intelligent User-Adapted Control Strategies in...
    • [37] Grosser, H., Britos, P. y García-Martínez, R. 2005. Detecting Fraud in Mobile Telephony Using Neural Networks. Lecture Notes in Artificial...
    • [38] Felgaer, P., Britos, P. and García-Martínez, R. 2006. Prediction in Health Domain Using Bayesian Network Optimization Based on Induction...
    • [39] Cogliati, M., Britos, P. y García-Martínez, R. (2006). Patterns in Temporal Series of Meteorological Variables Using SOM & TDIDT....
    • [40] Rancán, C. 2004. Arquitectura de Sistema Híbrido de Evaluación del Alistamiento de Unidades Navales Auxiliares. Reportes Técnicos en...
    • [41] La Battaglia, J., Rodriguez, I., Thomas, P., Pesado, P., Bertone, R. 2003. Tecnología aplicada a gestión distribuida. Proc. de las XI...
    • [42] Miatón, I., Pesado, P., Bertone, R. y De Giusti. 2003. Agentes Basados en Sistemas Distribuidos. Proc. V Workshop de Investigadores en...
    • [43] De Giusti E., Mollo Brisco G., La Battaglia, J.,Pasini, A. y Pesado, P. 2004. Sistema de Simulación de Escenarios y Decisiones Empresarias....
    • [44] Pesado, P. Feierherd G. y Pasini, A. 2005. Requirement Specifications for Electronic Voting System. Journal of Computer Science &...
    • [45] Hoffmann, F., Baesens, B., Mues, C. and Vanthienen, J. 2006. Inferring descriptive and approximate fuzzy rules for credit scoring using...
    • [46] Cao, H., Recknagel, F. Joo, G., Kim, D. 2006. Discoveryof predictive rule sets for chlorophyll-a dynamics in the Nakdong River (Korea)...
    • [47] Podgorelec, V., Kokol, P., Stiglic, M., Heričko, M., Rozman, I. 2005. Knowledge discovery with classification rules in a cardiovascular...
    • [48] Huang, M., Tsou, Y., Lee, S. 2006. Integrating fuzzy data mining and fuzzy artificial neural networks fordiscovering implicit knowledge....
    • [49] Kasabov, K. 2006. Adaptation and interaction in dynamical systems: Modelling and rule discovery through evolving connectionist systems....
    • [50] Carpenter, G., Martens, S., Ogas, O. 2005. Self-organizing information fusion and hierarchical knowledge discovery: a new framework using...
    • [51] Liu, D., Ke, C. 2006. Knowledge support for problem-solving in a production process: A hybrid of knowledge discovery and case-based reasoning....
    • [52] Moreno, M., Quintales, L., García, F., Polo, J. 2004. Building knowledge discovery-driven models for decision support in project management....
    • [53] Kim, M., Han, I. 2003. The discovery of experts' decision rules from qualitative bankruptcy data using genetic algorithmsExpert Systems...
    • [54] Leigh, W., Modani, N., Purvis, R., Roberts, R. 2002. Stock market trading rule discovery using technicalcharting heuristics. Expert Systems...
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