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Where I am
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Research Interests
My research interests are mainly focused on
recommender systems, and more specificaly conversational case-based
recommenders and group recommender systems.
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
- Conversational Recommenders
- Group Recommender Systems
- User feedback
- Personalization
- Natural Language Processing
- Information Retrieval
- Learning Classifier Systems
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Teaching
Introduction to Machine Learning |
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Get in Touch
Dept. Matemàtica i Informàtica
Universitat de Barcelona
C/Gran Via, 585
08007 Barcelona Spain
email: maria@maia.ub.es
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Teaching
Teaching
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I'm
currently teaching:
- Introduction to programming at the Computer Science Grade at the University of Barcelona
- Introduction to Machine Learning at the Master of Artificial Intelligence (UPC-UB-URV), in this course I am using as a support DataCamp
- Data Structures at the Grade of Computer Science at the University of Barcelona.
- I also supervise final-year undergraduate projects, master thesis and a couple of PhD students at the University of Barcelona.
My past teaching has
included:
- Introduction to programming
at the first
course of Computer Science
- Advanced programming at the
second course
of Computer Science and multimedia.
- Distributed programming at the fith
course
of Computer Science and multimedia.
- Software Design at the Computer Science Grade.
- Advanced Databases at the Computer Science Grade.
- Self-Organizing Agent Systems at the master of Artificial Intelligence
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Publications
Publications
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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.
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| 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
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| 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. |
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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.
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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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download |
| 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. |
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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.
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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.
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| 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
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| 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. |
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| 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. |
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| 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.
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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.
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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.
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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. |
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| 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.
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download
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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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