Maria Salamó Llorente's homepage

Departament de Matemàtica Aplicada i Anàlisi
Volume Visualization and Artificial Intelligence Research Group

Universitat de Barcelona
Summary












Where I am

Currently, I'm a lecturer at the Department of Matemàtica Aplicada i Anàlisi, and also a member of the Volume Visualization and Artificial Intelligence research group at the University of Barcelona







Research Interests

My research interests are mainly focused on recommender systems, and more specificaly conversational case-based recommenders. Among others, some of my current working topics are learning classifier systems. Some research areas that I’m involved or interested are:

  • Case-Based Reasoning
  • User feedback,
  • Personalization
  • Information Retrieval
  • Learning Classifier Systems






Teaching

Programació per la xarxa





Get in Touch

Dept. Matemàtica Aplicada i Anàlisi
Universitat de Barcelona
C/Gran Via, 585
08007 Barcelona Spain
email:
maria@maia.ub.es









Publications

Publications

M. Salamó, B. Smyth, K. McCarthy, J. Reilly and L. McGinty  (2006). "Modelling Knowledge and Reasoning in Conversational Recommendation Agents". To appear in chapter book: "Architectural Design of Multi-Agent Systems: Technologies and Techniques". Idea Group Inc.

K. McCarthy, L. McGinty, B. Smyth and M. Salamó (2006). "Social Interaction in the CATS Group Recommender". In: Proceedings of Workshop on the Social Navigation and Community based Adaptation Technologies. download
K. McCarthy, M. Salamó, L. McGinty and B. Smyth (2006). "CATS: A Synchronous Approach to Collaborative Group Recommendation". In: Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference (FLAIRS-06). AAAI Press, Melbourne Beach, Florida, USA. May 2006.
L. Coyle, G. Rey, K. McCarthy, M. Salamó, L. McGinty, B. Smyth, and P. Nixon. "Developing a Distributed Context-aware Collaborative Recommender System".  In: A. Buth and C. Kray and A. Kruger and C. Schwesig (eds.) Proceedings of the Workshop Multi-user and Ubiquitous User Interfaces at the 10th  International Conference on Intelligent User Interfaces. pp. 8-9. Sydney. Australia. January 2006.

K. McCarthy, M. Salamó, L. Coyle, L. McGinty, B. Smyth and P. Nixon. "Group Recommender Systems: A Critiquing based Approach". In: C. Paris and C. Sidner. Proceedings 10th International Conference on Intelligent User Interfaces. pp. 267-269. ACM Press. Australia. January 2006.
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M. Salamó, J. Reilly, L. McGinty and B. Smyth. "Improving Incremental Critiquing". Proceedings 16th. Artificial Intelligence and Cognitive Science (AICS2005). pp. 379-388, September 2005. Ireland.
M. Salamó, J. Reilly, L. McGinty and B. Smyth. "Knolwedge Discovery from User Preferences in Conversational Recommendation". Proceedings Kownledge Discovery in Databases: 9th European Conference on Principles and  Practice of Knowledge Discovery in Databases. Springer Lecture Notes in Artificial Intelligence 3721, pp. 228-239, October 2005. Porto, Portugal.

M. Salamó, B. Smyth, K. McCarthy, J. Reilly and L. McGinty. "Reducing Critiquing Repetition in Conversational Recommendation". Proceedings IX Workshop on Multi-Agent Information Retrieval and Recommender Systems at IJCAI 2005. Edinbourgh, Scotland, pp. 55-61. July 2005.

Maria Salamó, Elisabet Golobardes. "Dynamic Case Base Maintenance for a Case-Based Reasoning System". IX Ibero-American Conference on Artificial Intelligence. Advances in Artificial Intelligence - IBERAMIA 2004. Puebla, Mexico, November 2004. Springer, Lecture Notes in Artificial Intelligence 3315, pp. 93-103, November 2004. download
Maria Salamó, Elisabet Golobardes. "Global, Local and Mixed Case Base Maintenance Techniques ". Sixth Catalan Conference on Artificial Intelligence. Barcelona, Spain, October 2004. Recent advances in Artificial Intelligence Research and Development, Frontiers in Artificial Intelligence and Applications volume 113, pp. 127-134, October 2004.
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Maria Salamó "Integració de la teoria dels Rough Sets dins del Raonament Basat en Casos per potenciar la fase de recuperació". PhD Thesis, Barcelona, Spain, October 2004. Enginyeria i Arquitectura La Salle, October 2004 ask for it by email
Maria Salamó, Elisabet Golobardes. "Dynamic experience update for a Case-Based Reasoning". 2nd Starting AI Researcher Symposium. Valencia, Spain, August 2004. Frontiers in Artificial Intelligence and Applications volume 109, pp. 158-164, August 2004. download
Maria Salamó, Elisabet Golobardes. "Unifying weighting and case reduction methods based on rough sets to improve retrieval".Case-Based Reasoning Research and Development. K.D. Ashley and D.G, Bridge (eds.).Proceedings of the 5th. International Conference on Case-Based Reasoning (ICCBR-03) Trondheim, Norway, June 2003. Springer, Lecture Notes in Artificial Intelligence 2689, pp. 494-508, June 2003. download
Maria Salamó, Elisabet Golobardes. "Hybrid Deletion policies for Case Base Maintenance". Proceedings of the Florida Artificial Intelligence Research Society (FLAIRS'2003), volume 1, pp. 150-155, May 2003. download
Maria Salamó, Elisabet Golobardes. "Deleting and Building Sort Out Reduction Techniques for Case Base Maintenance". Proceedings of the European Conference on Case-Based Reasoning, volume 1, pp. 365-379, September, 2002. download
Maria Salamó, Elisabet Golobardes. "Analysing Rough Sets weighting methods for Case-Based Reasoning Systems". Inteligencia Artificial. Revista Iberoamericana de Inteligencia Artificial, No. 15, pp. 34-43, 2002.
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Maria Salamó, Elisabet Golobardes "BASTIAN: Incorporant la teoria dels Rough Sets dins d'un sistema classificador basat en casos". Revista de l'Associació Catalana per a la Intel.ligència Artificial, No. 26, pp. 8-18, 2002. download
Elisabet Golobardes, Xavier Llorà, Maria Salamó, J. Martí. "Computer Aided Diagnosis with Case-Based Reasoning and Genetic Algorithms". Journal of Knowledge Based Systems, Elsevier Science Ltd., Artificial Intelligence in Engineering, January 2002. ask for it by email
M. Salamó, E. Golobardes. "Analysing Rough Sets weighting methdos for Case-Based Reasoning Systems". Proceedings  IX Conferencia de la Asociación Española para la Inteligencia Artificial, IV Jornadas de Transferencia Tecnológica de Inteligencia Artificial (CAEPIA-TTIA-2001), Vol. I, pp. 73-82.  Best predoctoral paper award.
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E. Golobardes, M. Nieto, M. Salamó, J. Camps, G. Calzada, J. Martí, D. Vernet. "Generació de funcions de similitud mitjançant la Programació Genètica pel Raonament Basat en Casos". 4t Congrés Català d'Intel·ligència Artificial, Butlletí de l'ACIA, Vol. 25, pp. 100-107. October 2001.

E. Golobardes, J. Martí. J. Español, M. Salamó, J. Freixenet, X. Llorà, A. Maroto, E. Bernadó. "Classifying Microcalcifications in Digital Mammograms using Machine Learning Techniques". 4t Congrés Català d'Intel·ligència Artificial, Butlletí de l'ACIA, Vol. 25, pp. 92-99. October 2001.
ask for it by email
Maria Salamó, Elisabet Golobardes. "Rough Sets reduction techniques for Case-Based Reasoning", Case-Based Reasoning Research and Development. Aha, D.W., Watson, I. & Yang, Q. (eds.), Proceedings of the 4th. International Conference on Case-Based Reasoning, ICCBR-01, Vancouver, Canada, 30 July - 2 August 2001, Springer, Lecture Notes in Artificial Intelligence, pp. 467-482, 2001.
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Maria Salamó, Joan Camps, Carles Vallespí, David Vernet, Francesc Xavier Llorà, Ester Bernadó, Josep Maria Garrell, Xavier González. "Iniciativas para motivar a los alumnos de programación". VII Jornadas sobre Enseñazas Universitarias de Informática (JENUI2001), pp. 329-334, 2001.
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David Vernet, Maria Salamó, Carles Vallespí, Joan Camps, Elisabet Golobardes, Jaume Bacardit. "¿Cómo predecir la evolución del alumno?". Actas de las VII Jornadas sobre Enseñanza Universitaria de la Informática (JENUI'2001), pp. 335-340. Palma de Mallorca, March 2001. download
Maria Salamó, Elisabet Golobardes. "BASTIAN: Incorporating the Rough Sets theory into a Case-Based Classifier System". Proceedings of the 3r Congrés Català d'Intel·ligència Artificial, 2000.
download
Maria Salamó, Elisabet Golobardes, David Vernet, Mireya Nieto. "Weighting methods for a Case-Based Classifier System". Proceedings of the IEEE Learning'00.
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Elisabet Golobardes, David Vernet, Maria Salamó. "Prediction in an Educational Environment using Case-Based Reasoning". Proceedings of the IEEE Learning'00.
X. Llorà, E. Golobardes, M. Salamó, J. Martí. "Diagnosis of microcalcifications using Case-Based Reasoning and Genetic Algorithms". Proceedings of the Second International ICSC Symposium on Engineering of Intelligent Systems (EIS2000). download
J. Martí, J. Español, E. Golobardes, J. Freixenet, R. Garcia, M. Salamó. "Classification of microcalcifications in digital mammograms using Case-Based Reasoning". Proceedings of the Fifth International Workshop on Digital Mammography (IWDM'2000). ask for it by email
M. Salamó, E. Golobardes, J.M. Garrell, J. Martí. "Clasificación de microcalcificaciones usando razonamiento basado en casos". Proceedings del Congreso de la Asociación Española Para la Inteligencia Artificial (CAEPIA'99) / Jornadas de Transferencia de Tecnologia de Inteligencia Artificial (TTIA'99), November 1999, Murcia.
download
J.M. Garrell, C. Mela, X. Llorà, E. Bernadó, E. Golobardes, G. Calzada, M. Salamó, J. Camps. "Revisió de diferents mecanismes de selecció en els algorismes genètics: consideracions de rendiment". Proceedings del Congrés Català d'Intel·ligència Artificial (CCIA'99). Butlletí de l'ACIA vol. 18-19 pp. 78-85. Girona, October, 1999. 













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