Dr. Iván Cantador
Inicio > Investigación > Publicaciones
DOCENCIA INVESTIGACIÓN
Áreas de interés Publicaciones Proyectos Actividades

Libros editados

      2018

      2014

  • Valentina Presutti, Milan Stankovic, Erik Cambria, Iván Cantador, Angelo Di Iorio, Tommaso Di Noia, Christoph Lange, Diego Reforgiato Recupero, Anna Tordai. Semantic Web Evaluation Challenge. Springer. ISBN: 978-3-319-12024-9


Capítulos de libro

      2021

  • Maurizio Ferrari Dacrema, Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky, Paolo Cremonesi. Design and Evaluation of Cross-domain Recommender Systems, Recommender Systems Handbook (3rd edition). Editado por Franciasco Ricci, Lior Rokach, Bracha Shapira, y Paul B. Kantor. Springer-Verlag. Borrador: [PDF]

      2016

  • Hassan Saif, F. Javier Ortega, Miriam Fernández, Iván Cantador. Sentiment Analysis in Social Streams, Emotions and Personality in Personalized Services. Editado por Marko Tkalcic, Berardina DeCarolis, Marco de Gemmis, Ante Odic y Andrej Košir. Springer-Verlag. Borrador: [PDF]

      2015

  • Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky, Paolo Cremonesi. Cross-domain Recommender Systems, Recommender Systems Handbook (2nd edition). Editado por Franciasco Ricci, Lior Rokach, Bracha Shapira, y Paul B. Kantor. Springer-Verlag. Borrador: [PDF]
  • Iván Cantador. La competición como mecánica de gamificación en el aula: Una experiencia aplicando aprendizaje basado en problemas y aprendizaje cooperativo, Gamificación en las aulas universitarias espańolas. Editado por Ruth Contreras. Instituto de la Comunicación de la Universidad Autónoma de Barcelona. Borrador: [PDF]

      2014

  • Tommaso Di Noia, Iván Cantador, Vito Claudio Ostuni. Linked Open Data-enabled Recommender Systems: ESWC 2014 Challenge on Book Recommendation, Semantic Web Evaluation Challenges 2014. Editado por Valentina Presutti, Milan Stankovic, Erik Cambria, Diego Reforgiato Recupero, Angelo Di Iorio, Christoph Lange, Tommaso Di Noia, e Iván Cantador. Springer-Verlag. Borrador: [PDF]

      2011

  • Iván Cantador, Pablo Castells. Group Recommender Systems: New Perspectives in the Social Web, Recommender Systems for the Social Web, pp. 139-157. Editado por José J. Pazos Arias, Ana Fernández Vilas, y Rebeca P. Díaz Redondo. ISBN: 978-3-642-25693-6. Springer-Verlag. Borrador: [PDF]

      2010

  • Alejandro Bellogín, Iván Cantador, Pablo Castells, Álvaro Ortigosa. Discerning Relevant Model Features in a Content-based Collaborative Recommender System. Preference Learning, pp. 429-455. Editado por Johannes Fürnkranz, and Eyke Hüllermeier. Springer-Verlag. ISBN: 978-3-642-14124-9. Borrador: [PDF]

      2008

  • Iván Cantador, Fernando López, Jesús Bescós, Pablo Castells, José M. Martínez. Enhanced Descriptions for Personalized Retrieval and Automatic Adaptation of Audiovisual Content Retrieval. Personalization of Interactive Multimedia Services: A Research and Development Perspective, pp. 165-183. Editado por José J. Pazos-Arias, Carlos Delgado Kloos, y Martín López Nores. Nova Science Publishers. ISBN 978-1-60456-680-2. Borrador: [PDF]
  • Cathy Dolbear, Paola Hobson, David Vallet, Miriam Fernández, Iván Cantador, Pablo Castells. Personalised Multimedia Summaries. Semantic Multimedia and Ontologies: Theory and Applications, pp. 165-183. Editado por Yiannis Kompatsiaris, y Paola Hobson. Springer-Verlag. ISBN 978-1-84800-075-9. Borrador: [PDF]
  • Iván Cantador, Miriam Fernández, David Vallet, Pablo Castells, Jérôme Picault, Myriam Ribičre. A Multi-Purpose Ontology-Based Approach for Personalised Content Filtering and Retrieval. Advances in Semantic Media Adaptation and Personalization. Editado por Manolis Wallace, Marios Angelides, y Phivos Mylonas. Springer-Verlag, Studies in Computational Intelligence, vol. 93, pp. 25-51. ISBN 978-3-540-76359-8. Borrador: [PDF]

      2007

  • Rubén Lara, Iván Cantador, Pablo Castells. Semantic Web Technologies for the Financial Domain. Real-world Applications of Semantic Web Technology and Ontologies. Editado por Jorge Cardoso, Martin Hepp, y Miltiadis D. Lytras. Springer-Verlag, Semantic Web And Beyond Computing for Human Experience, vol. 6, pp. 41-74. ISBN 978-0-387-48530-0. Borrador: [PDF]

Artículos en revistas

      2023

  • María Elicia Cortés-Cediel, Andrés Segura-Tinoco, Iván Cantador, Manuel Pedro Rodríguez Bolívar. Trends and challenges of e-government chatbots: Exploratory research in their application to open government data and citizen participation content. Government Information Quarterly Borrador: [PDF]
  • Andrés Segura-Tinoco, Iván Cantador. ARGAEL: ARGument Annotation and Evaluation tooL. SoftwareX [URL]

      2022

      2020

  • Iván Cantador, María E. Cortés-Cediel, Miriam Fernández. Exploiting Open Data to analyze discussion and controversy in online citizen participation. Information Processing & Management, 57(5), 102301. Borrador: [PDF]
  • Lara Quijano-Sánchez, Iván Cantador, María E. Cortés-Cediel, Olga Gil. Recommender systems for smart cities. Information Systems, vol. 92, 101545. Borrador: [PDF]

      2019

  • María Elicia Cortés-Cediel, Iván Cantador, Manuel Pedro Rodríguez Bolívar. Analyzing citizen participation and engagement in European smart cities. Social Science Computer Review. Borrador: [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo, Vito Walter Arnelli, Tommaso Di Noia. Addressing the user cold start with cross-domain collaborative filtering: Exploiting item metadata in matrix factorization. User Modeling and User-adapted Interaction 29, 443–486. Springer. Borrador: [PDF]
  • María Hernández-Rubio, Iván Cantador, Alejandro Bellogín. A comparative analysis of recommender systems based on item aspect opinions extracted from user reviews. User Modeling and User-adapted Interaction 29, 381–441. Springer. Borrador: [PDF]

      2018

  • Olga Gil, María E. Cortés-Cediel, Iván Cantador. Citizen participation and the rise of digital media platforms in smart governance and smart cities. International Journal of E-Planning Research 8(1), Art. 2. IGI Global. Borrador: [PDF]

      2017

      2015

  • Ignacio Fernández-Tobías, Matthias Braunhofer, Mehdi Elahi, Franciasco Ricci, Iván Cantador. Alleviating the New User Problem in Collaborative Filtering by Exploiting Personality Information. User Modeling and User-adapted Interaction 26(2-3), pp. 221-255. Springer. Borrador: [PDF]

      2014

  • Marius Kaminskas, Ignacio Fernández-Tobías, Franciasco Ricci, Iván Cantador. Knowledge-based Identification of Music Suited for Places of Interest. Journal of Information Technology and Tourism 14(1), pp. 73-95. Springer. Borrador: [PDF]
  • Alejandro Bellogín, Pablo Castells, Iván Cantador. Neighbor Selection and Weighting in User-Based Collaborative Filtering: A Performance Prediction Approach. ACM Transactions on the Web 8(2), article 12. ACM. Borrador: [PDF]

      2013

  • Pedro G. Campos, Fernando Díez, Iván Cantador. Time-Aware Recommender Systems: A Comprehensive Survey and Analysis of Existing Evaluation Protocols. User Modeling and User-adapted Interaction 24(1-2), pp. 67-119. Springer-Verlag. Borrador: [PDF]
  • Alejandro Bellogín, Iván Cantador, Pablo Castells. A Comparative Study of Heterogeneous Item Recommendations in Social Systems. Information Sciences 221, pp. 142-169. Elsevier. Borrador: [PDF]
  • Alejandro Bellogín, Iván Cantador, Fernando Díez, Pablo Castells, Enrique Chavarriaga. An Empirical Comparison of Social, Collaborative Filtering, and Hybrid Recommenders. ACM Transactions on Intelligent Systems and Technology 4(1), article 14. ACM. Borrador: [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza. A Social Tag-based Dimensional Model of Emotions: Building Cross-domain Folksonomies. Procesamiento del Lenguaje Natural 51, pp. 195-202. SEPLN. [PDF]

      2012

  • Andrés García-Silva, Iván Cantador, Oscar Corcho. Enabling Folksomies for Knowledge Extraction: A Semantic Grounding Approach. International Journal on Semantic Web and Information Systems 8(3), pp. 24-41. ISI Global. Borrador: [PDF]
  • David Vallet, Iván Cantador, Joemon M. Jose. Exploiting Semantics on External Resources to Gather Visual Examples for Video Retrieval. International Journal of Multimedia Information Retrieval 2(2), pp. 117-130. Springer-Verlag. Borrador: [PDF]
  • Felisa Verdejo, Raquel Martínez, Pablo Castells, Antonio Moreno, Doroteo Torre, Paloma Martínez, Abraham Duarte, José M. Pardo, Manuel De Buenaga, Juan M. Cigarrán, Victor Fresno, Ana García-Serrano, Iván Cantador, David Vallet, Beatriz Martínez. Mejorando el acceso, el análisis y la visibilidad de la Información y los contenidos Multilingues y Multimedia en Red para la Comunidad de Madrid. Procesamiento del Lenguaje Natural 49, pp. 189-192. SEPLN. Borrador: [PDF]
  • José C. Cortizo, Francisco Carrero, Iván Cantador, José A. Troyano, Paolo Rosso (Eds.). Introduction to the Special Section on Search and Mining User Generated Contents. ACM Transactions on Intelligent Systems and Technology 3(4), article 65. ACM. Borrador: [PDF]

      2011

  • Miriam Fernández, Iván Cantador, Vanessa López, David Vallet, Pablo Castells, Enrico Motta. Semantically Enhanced Information Retrieval: An Ontology-based Approach. Journal of Web Semantics 9(4), pp. 434-452. Elsevier. Borrador: [PDF]
  • Iván Cantador, Pablo Castells, Alejandro Bellogín. An Enhanced Semantic Layer for Hybrid Recommender Systems: Application to News Recommendation. International Journal on Semantic Web and Information Systems 7(1), pp. 44-77. IGI Global. Borrador: [PDF]

      2010

  • Iván Cantador, Ioannis Konstas, Joemon M. Jose. Categorising Social Tags to Improve Folksonomy-based Recommendations. Journal of Web Semantics 9(1), pp. 1-15. Elsevier. Borrador: [PDF]
  • Iván Cantador, Pablo Castells. Extracting Multilayered Communities of Interest from Semantic User Profiles: Application to Group Modeling and Hybrid Recommendations. Computers in Human Behavior 27(4), pp. 1321-1336. Elsevier. Borrador: [PDF]

      2008

  • Iván Cantador, Alejandro Bellogín, Pablo Castells. A Multilayer Ontology-based Hybrid Recommendation Model. AI Communications, 21(2-3) [número especial sobre Sistemas de Recomendación], pp. 203-210. IOS Press. ISSN 0921-7126. Borrador: [PDF]

Publicaciones en congresos

      2024

  • Marina Alonso-Cortés, Iván Cantador, Alejandro Bellogín. Recommendation fairness in e-participation: Listening to minority, vulnerable and NIMBY citizens. 46th European Conference on Information Retrieval (ECIR 2024). Glasgow, Escocia, Reino Unido, marzo 2024. Borrador: [PDF]

      2022

  • Lissette Almonte, Esther Guerra, Iván Cantador, Juan de Lara. Building recommender systems for modelling languages with Droid. 37th IEEE/ACM International Conference on Automated Software Engineering (ASE 2022). Ann Arbor, Michigan, EE.UU., octubre 2022. [PDF]
  • Iván Cantador, J. Ignacio Criado, Laura Alcaide Muńoz, María E. Cortés-Cediel, Irene Liarte. Open Government Data in Higher Education: A Multidisciplinary Innovation Teaching Experience. 12th International Conference on Methodologies and Intelligent Systems for Technology Enhanced Learning (MIS4TEL 2022). L'Aquila, Italia, julio 2022. [PDF]
  • Andrés Segura-Tinoco, Óscar G. Borzdynski, Iván Cantador. An Argument-based Search Framework: Implementation on a Spanish Corpus in the E-Participation Domain. 2nd Joint Conference of the Information Retrieval Communities (CIRCLE 2022). Samatan, Gers, Francia, julio 2022. [PDF]
  • Andrés Segura-Tinoco, Andrés Holgado-Sánchez, Iván Cantador, María E. Cortés-Cediel, Manuel Pedro Rodríguez Bolívar. A Conversational Agent for Argument-driven E-participation. 23rd Annual International Conference on Digital Government Research (dg.o 2022). Seúl, Corea del Sur, junio 2022. ACM [PDF]

      2021

  • Lissette Almonte, Sara Pérez-Soler, Esther Guerra, Iván Cantador, Juan de Lara. Automating the Synthesis of Recommender Systems for Modelling Languages. 14th ACM SIGPLAN International Conference on Software Language Engineering (SLE 2021). Chicago, Illinois, EE.UU., octubre 2021. ACM [PDF]
  • José L. Lavado, Iván Cantador, María E. Cortés-Cediel, Miriam Fernández. Automatic Intent-based Classification of Citizen-to-Government Tweets. Ongoing research paper at the 19th IFIP WG 8.5 International Conference on Electronic Government (EGOV 2021). Granada, Espańa, septiembre 2021. CEUR Workshop Proceedings [PDF]
  • Iván Cantador, Jesús Viejo-Tardío, María E. Cortés-Cediel, Manuel Pedro Rodríguez Bolívar. A Chatbot for Searching and Exploring Open Data: Implementation and Evaluation in E-Government. 22nd Annual International Conference on Digital Government Research (dg.o 2021). Omaha, Nebraska, EE.UU., junio 2021. ACM [PDF]
  • Sergio Bachiller, Lara Quijano-Sánchez, Iván Cantador. A Flexible and Lightweight Interactive Data Mining Tool to Visualize and Analyze Digital Citizen Participation Content. 36th ACM/SIGAPP Symposium on Applied Computing (SAC 2021), pp. 413-416. Congreso virtual, marzo 2021. ACM [PDF]

      2020

  • Iván Cantador, Lara Quijano-Sánchez. Semantic Annotation and Retrieval of Parliamentary Content: A Case Study on the Spanish Congress of Deputies. 1st Joint Conference of the Information Retrieval Communities (CIRCLE 2020). Samatan, Gers, Francia, julio 2020. [PDF]
  • María Hernández-Rubio, Alejandro Bellogín, Iván Cantador. Aspect-based active learning for user preference elicitation in recommender systems. 1st Joint Conference of the Information Retrieval Communities (CIRCLE 2020). Samatan, Gers, Francia, julio 2020. [PDF]
  • Lara Quijano-Sanchez, Iván Cantador. Structured argumentation modeling and extraction: Understanding the semantics of parliamentary content. 1st Joint Conference of the Information Retrieval Communities (CIRCLE 2020). Samatan, Gers, Francia, julio 2020. [PDF]
  • Anita Khadka, Iván Cantador, Miriam Fernández. Capturing and Exploiting Citation Knowledge for Recommending Recently Published Papers. 2020 IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2020). Bayona, Francia. [PDF]
  • Anita Khadka, Iván Cantador, Miriam Fernández. Exploiting Citation Knowledge in Personalised Recommendation of Recent Scientific Publications. 12th International Conference on Language Resources and Evaluation (LREC 2020). Marsella, Francia. [PDF]
  • María E. Cortés-Cediel, Iván Cantador, Manuel Pedro Rodríguez Bolívar. Technological and Human Development of Smart Cities: An Empirical Characterization of EUROCITIES Case Studies. 53rd Hawaii International Conference on System Sciences (HICSS 2020). Maui, Hawaii, EE.UU. [PDF]

      2019

  • María E. Cortés-Cediel, Iván Cantador, Manuel Pedro Rodríguez Bolívar. Urban governance in action: Citizen participation in European smart city experiences. Ongoing research paper en 18th IFIP WG 8.5 International Conference (EGOV 2019). San Benedetto Del Tronto, Italia. [PDF]
  • Milos Kravcik, Iván Cantador. UMAP 2019 Workshops & Tutorials Overview and Organization. 27th Conference on User Modeling, Adaptation and Personalization (UMAP 2019). Foster City, California, EE.UU. [PDF]

      2018

  • Iván Cantador, María E. Cortés-Cediel, Miriam Fernández, Harith Alani. What's going on in my city? Recommender systems and electronic participatory budgeting. 12th ACM Conference on Recommender Systems (RecSys 2018). Vancouver, Canadá, octubre 2018. [PDF]
  • Alejandro Bellogín, Ignacio Fernández-Tobías, Iván Cantador, Paolo Tomeo. Neighbor selection for cold users in collaborative filtering with positive-only feedback. XVIII Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2018). Granada, Espańa, octubre 2018. [PDF]
  • Iván Cantador, María E. Cortés-Cediel. Towards increasing citizen engagement in participatory budgeting digital tools. 19th Annual International Conference on Digital Government Research (dg.o 2018). Delft, Países Bajos, mayo 2018. [PDF]
  • María E. Cortés-Cediel, Olga Gil, Iván Cantador. Defining the engagement life cycle in e-participation. 19th Annual International Conference on Digital Government Research (dg.o 2018). Delft, Países Bajos, mayo 2018. [PDF]

      2016

  • Ignacio Fernández-Tobías, Paolo Tomeo, Iván Cantador, Tommaso Di Noia, Eugenio Di Sciascio. Accuracy and Diversity in Cross-domain Recommendations for Cold-start Users with Positive-only Feedback. 10th ACM Conference on Recommender Systems (RecSys 2016). Boston, Massachusetts, EE.UU., septiembre 2016. [PDF]
  • Paolo Tomeo, Ignacio Fernández-Tobías, Tommaso Di Noia, Iván Cantador. Exploiting Linked Open Data in Cold-start Recommendations with Positive-only Feedback. 4ş Congreso Espańol en Recuperación de Información (CERI 2016). Granada, Espańa, junio 2016. [PDF]
  • Pablo Sánchez, Alejandro Bellogín, Iván Cantador. Studying the Effect of Data Structures on the Efficiency of Collaborative Filtering Systems. 4ş Congreso Espańol en Recuperación de Información (CERI 2016). Granada, Espańa, junio 2016. [PDF]

      2015

  • Borja Gil, Iván Cantador, Andrzej Marczewski. Validating Gamification Mechanics and Player Types in an E-learning Environment. 10th European Conference on Technology Enhanced Learning (EC-TEL 2015), pp. 568-572. Toledo, Espańa, septiembre 2015. Lecture Notes in Computer Science, Springer-Verlag, ISBN 978-3-319-24257-6. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador. On the Use of Cross-Domain User Preferences and Personality Traits in Collaborative Filtering. 23rd International Conference on User Modeling, Adaptation, and Personallization (UMAP 2015). Dublín, Irlanda, julio 2015. [PDF]

      2014

  • Pedro G. Campos, Iván Cantador, Fernando Díez, Ignacio Fernández-Tobías. A Criterion Based on Fisher's Exact Test for Item Splitting in Context-aware Recommender Systems. la 33rd International Conference of the Chilean Computer Science Society (JCC 2014). Talca, Chile, noviembre 2014. [PDF]
  • Iván Cantador, Paolo Cremonesi. Tutorial on Cross-domain Recommender Systems. la 8th ACM Conference on Recommender Systems (RecSys 2014). Foster City, California, EE.UU., octubre 2014. [PDF]
  • Toine Bogers, Marijn Koolen, Iván Cantador. Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2014). la 8th ACM Conference on Recommender Systems (RecSys 2014). Foster City, California, EE.UU., octubre 2014. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador. Personality-aware Collaborative Filtering: An Empirical Study in Multiple Domains with Facebook Data. la 15th International Conference on Electronic Commerce and Web Technologies (EC-Web 2014). Munich, Alemania, septiembre 2014. [PDF]

      2013

  • Pedro G. Campos, Alejandro Bellogín, Iván Cantador, Fernando Díez. Time-Aware Evaluation of Methods for Identifying Active Household Members. la XV Conferencia de la Asociación Espańola para la Inteligencia Artificial (CAEPIA 2013). Madrid, Espańa, septiembre 2013. [PDF]
  • Ignacio Fernández-Tobías, Pedro G. Campos, Iván Cantador, Fernando Díez. A Contextual Modeling Approach for Model-based Recommender Systems. la XV Conferencia de la Asociación Espańola para la Inteligencia Artificial (CAEPIA 2013). Madrid, Espańa, septiembre 2013. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza. An Emotion Dimensional Model Based on Social Tags: Crossing Folksonomies and Enhancing Recommendations. 14th International Conference on Electronic Commerce and Web Technologies (EC-Web 2013). Praga, República Checa, agosto 2013. [PDF]
  • Pedro G. Campos, Ignacio Fernández-Tobías, Iván Cantador, Fernando Díez. Context-Aware Movie Recommendations: An Empirical Comparison of Pre-Filtering, Post-Filtering and Contextual Modeling Approaches. 14th International Conference on Electronic Commerce and Web Technologies (EC-Web 2013). Praga, República Checa, agosto 2013. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Laura Plaza. Modeling Emotions with Social Tags. 21st International Conference on User Modeling, Adaptation, and Personallization (UMAP 2013) [póster]. Roma, Italia, junio 2013. [PDF]
  • Alejandro Bellogín, Pablo Castells, Iván Cantador. Improving Memory-Based Collaborative Filtering by Neighbour Selection based on User Preference Overlap. 10th International Conference on Open research Areas in Information Retrieval (OAIR 2013). Lisboa, Portugal, mayo 2013. [PDF]
  • Marius Kaminskas, Ignacio Fernández-Tobías, Franciasco Ricci, Iván Cantador. Ontology-based Identification of Music for Places. 13th International Conference on Information and Communication Technologies in Tourism (ENTER 2013). Innsbruck, Austria, enero 2013. 2ş premio al mejor artículo. [PDF]

      2012

  • Pedro G. Campos, Alejandro Bellogín, Fernando Díez, Iván Cantador. Time Feature Selection for Identifying Active Household Members. 21st ACM International Conference on Information and Knowledge Management (CIKM 2012). Maui, Hawái, EE.UU., octubre 2012. [PDF]
  • Haggai Roitman, Iván Cantador, Miriam Fernández. Workshop on Multimodal Crowd Sensing (CrowdSens 2012). 21st ACM International Conference on Information and Knowledge Management (CIKM 2012). Maui, Hawái, EE.UU., octubre 2012. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Marius Kaminskas, Franciasco Ricci. Cross-domain Recommender Systems: A Survey of the State of the Art. 2ş Congreso Espańol de Recuperación de Información (CERI 2012). Valencia, Espańa, junio 2012. [PDF]
  • Pedro G. Campos, Fernando Díez, Iván Cantador. A Performance Comparison of Time-Aware Recommendation. 2ş Congreso Espańol de Recuperación de Información (CERI 2012). Valencia, Espańa, junio 2012. [PDF]

      2011

  • Iván Cantador, José C. Cortizo, Francisco M. Carrero, José A. Troyano, Paolo Rosso, Markus Schedl. Overview of the Third International Workshop on Search and Mining User-generated Contents. 20th ACM International Conference on Information and Knowledge Management (CIKM 2011), Glasgow, Escocia, Reino Unido, octubre 2011. ACM. [PDF]
  • Iván Cantador, Peter Brusilovsky, Tsvi Kuflik. Second Workshop on Information Heterogeneity and Fusion in Recommender Systems (HetRec 2011). 5th ACM Conference on Recommender Systems (RecSys 2011), Chicago, Ilinois, EE.UU., octubre 2011. ACM. [PDF]
  • Alejandro Bellogín, Pablo Castells, Iván Cantador. Precision-Based Evaluation of Recommender Systems: An Algorithmic Comparison. 5th ACM Conference on Recommender Systems (RecSys 2011), Chicago, Ilinois, EE.UU., octubre 2011. ACM. [PDF]
  • Alejandro Bellogín, Pablo Castells, Iván Cantador. Predicting the Performance of Recommender Systems: An Information Theoretic Approach. 3rd International Conference on the Theory of Information Retrieval (ICTIR 2011), Bertinoro, Italia, septiembre 2011. Lecture Notes in Computer Science. Springer-Verlag. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Alejandro Bellogín. Semantic Disambiguation and Contextualisation of Social Tags. Advances in User Modeling perspectives - selected papers from UMAP 2011 workshops, de la 19th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2011). Gerona, Espańa, julio 2011. Lecture Notes in Computer Science. Springer-Verlag. [PDF]
  • Iván Cantador, Alejandro Bellogín, Ignacio Fernández-Tobías, Sergio López-Hernández. Semantic Contextualization of Social Tag-based Item Recommendations. 12th International Conference on E-Commerce and Web Technologies (EC-Web 2011) [recommender systems track], pp. 101-113. Toulouse, Francia, agosto 2011. Lecture Notes in Business Information Processing. Springer-Verlag, ISBN 978-3-642-23013-4. [PDF]
  • Alejandro Bellogín, Pablo Castells, Iván Cantador. Self-adjusting Hybrid Recommenders Based on Social Network Analysis. 34th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2011), pp. 1147-1148. Pekín, China, julio 2011. ACM Press, ISBN 978-1-4503-0757-4. [PDF]
  • Iván Cantador, Alejandro Bellogín. Competición basada en Aprendizaje Cooperativo como Actividad en Grupos dentro del Aula. 1er Congreso Internacional de Innovación Docente (CIID 2011), Cartagena, Espańa, julio 2011. Ediciones Universidad Politécnica de Cartagena, ISBN 978-84-694-5332-2. [PDF]

      2010

  • José C. Cortizo, Francisco M. Carrero, Iván Cantador, José A. Troyano, Paolo Rosso. Overview of the 2nd International Workshop on Search and Mining User-generated Contents (SMUC 2010). 19th ACM International Conference on Information and Knowledge Management (CIKM 2010), pp. 1981-1982. Toronto, Canadá, octubre 2010. ACM Press, ISBN 978-1-4503-0099-5. [PDF]
  • Iván Cantador, José M. Conde. A Simple E-learning System based on Classroom Competition. 5th European Conference on Technology Enhanced Learning (EC-TEL 2010), pp. 488-493. Barcelona, Espańa, septiembre 2010. Lecture Notes in Computer Science, Springer-Verlag, ISBN 978-3-642-16019-6. [PDF]
  • Peter Brusilovsky, Iván Cantador, Yehuda Koren, Tsvi Kuflik, Markus Weimer. Workshop on Information Heterogeneity and Fusion in Recommender Systems (HetRec 2010). 4th ACM Conference on Recommender Systems (RecSys 2010), pp. 375-376. Barcelona, Espańa, septiembre 2010. ACM Press, ISBN 978-1-60558-906-0. [PDF]
  • Iván Cantador, Alejandro Bellogín, David Vallet. Content-based Recommendation in Social Tagging Systems. 4th ACM Conference on Recommender Systems (RecSys 2010, pp. 237-240. Barcelona, Espańa, septiembre 2010. ACM Press, ISBN 978-1-60558-906-0. [PDF]
  • Iván Cantador, José M. Conde. Effects of Competition in Education: A Case Study in an E-Learning Environment. IADIS International Conference e-Learning 2010 (E-Learning 2010). Friburgo, Alemania, julio 2010. [PDF]
  • David Vallet, Iván Cantador, Joemon M. Jose. Exploiting External Knowledge to Improve Video Retrieval. 11th ACM SIGMM International Conference on Multimedia Information Retrieval (MIR 2010), pp. 101-110. Filadelfia, Pensilvania, EE.UU., marzo 2010. ACM Press, ISBN 978-1-60558-815-5. [PDF]
  • David Vallet, Iván Cantador, Joemon M. Jose. Personalizing Web Search with Folksonomy-based User and Document Profiles. 32nd Annual European Conference on Information Retrieval (ECIR 2010), pp. 420-431. Milton Keynes, Reino Unido, marzo 2010. Lecture Notes in Computer Science. Springer-Verlag, ISBN 978-3-642-12274-3. [PDF]

      2009

  • David Vallet, Iván Cantador, Joemon M. Jose. Exploiting Social Tagging Profiles to Personalize Web Search. 18th International Conference on Flexible Query Answering Systems (FQAS 2009), vol. 5822, pp. 629-640. Roskilde, Dinamarca, octubre 2009. Lecture Notes in Artificial Intelligence. Springer-Verlag, ISBN 978-3-642-04956-9. [PDF]
  • Robert Villa, Iván Cantador, Hideo Joho, Joemon M. Jose. An Aspectual Interface for Supporting Complex Search Tasks. 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), pp. 379-386. Boston, Massachusetts, EE.UU., julio 2009. ACM Press, ISBN 978-1-60558-483-6. [PDF]

      2008

  • Iván Cantador, Alejandro Bellogín, Pablo Castells. Ontology-based Personalised and Context-aware Recommendations of News Items. 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI 2008), pp. 562-565. Sidney, Australia, diciembre 2008. IEEE Computer Society Press, ISBN 978-0-7695-3496-1. [PDF]
  • Martin Szomszor, Harith Alani, Iván Cantador, Kieron O'Hara, Nigel R. Shadbolt. Semantic Modelling of User Interests based on Cross-Folksonomy Analysis. 7th International Semantic Web Conference (ISWC 2008). Karlsruhe, Alemania, octubre 2008. Lecture Notes in Computer Science, vol. 5318, pp. 632-648. Springer-Verlag, ISBN 978-3-540-88563-4. [PDF]
  • Iván Cantador, Alejandro Bellogín, Pablo Castells. News@hand: A Semantic Web Approach to Recommending News. 5th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2008). Hanover, Alemania, julio 2008. Lecture Notes in Computer Science, vol. 5149, pp. 279-283. Springer-Verlag, ISBN 978-3-540-70984-8. [PDF]
  • Martin Szomszor, Iván Cantador, Harith Alani. Correlating User Profiles from Multiple Folksonomies. 19th ACM Conference on Hypertext and Hypermedia (Hypertext 2008), pp. 33-42. ACM, ISBN 978-1-59593-985-2. Pittsburgh, Pensilvania, EE.UU., junio 2008. [PDF]

      2006

  • Rubén Lara, Iván Cantador, Pablo Castells. XBRL Taxonomies and OWL Ontologies for Investment Funds. 1st International Workshop on Ontologizing Industrial Standards (OIS 2006), en la 25th International Conference on Conceptual Modeling (ER 2006). Tucson, Arizona, EE.UU., noviembre 2006. Lecture Notes in Computer Science, vol. 4231, pp. 271-280. Springer-Verlag, ISBN 3-540-47703-9. [PDF]
  • Iván Cantador, Pablo Castells. Multilayered Semantic Social Networks Modelling by Ontology-based User Profiles Clustering: Application to Collaborative Filtering. 15th International Conference on Knowledge Engineering and Knowledge Management - Managing Knowledge in a World of Networks (EKAW 2006). Podebrady, República Checa, octubre 2006. Lecture Notes in Artificial Intelligence, vol. 4248, pp. 334-349. Springer-Verlag, ISBN 3-540-46363-1. [PDF]

      2005

  • Ana M. González, Iván Cantador, José R. Dorronsoro. Discriminant Parallel Perceptrons. 15th International Conference on Artificial Neural Networks (ICANN 2005). Varsovia, Polonia, septiembre 2005. Lecture Notes in Computer Science, vol. 3697, pp. 13-18. Springer-Verlag, ISBN 3-540-28755-8. [PDF]
  • Iván Cantador, José R. Dorronsoro. Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems. 1st International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC 2005). Las Palmas, Islas Canarias, Espańa, junio 2005. Lecture Notes in Computer Science, vol. 3562, pp. 586-593. Springer-Verlag, ISBN 3-540-26319-5. [PDF]
  • Iván Cantador, José R. Dorronsoro. Balanced Boosting with Parallel Perceptrons. 8th International Work-Conference on Artificial Neural Networks (IWANN 2005). Vilanova i la Geltrú, Barcelona, Espańa, junio 2005. Lecture Notes in Computer Science, vol. 3512, pp. 206-213. Springer-Verlag, ISBN 3-540-26208-3. [PDF]
  • Iván Cantador, José R. Dorronsoro. Parallel Perceptrons, Activation Margins and Imbalanced Training Set Pruning. 2nd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2005). Estoril, Portugal, junio 2005. Lecture Notes in Computer Science, vol. 3523, pp. 43-50. Springer-Verlag, ISBN 3-540-26154-0. [PDF]
  • Iván Cantador, José R. Dorronsoro. Selección de Patrones de Entrenamiento Representativos en Muestras Desequilibradas mediante Voto mayoritario en Perceptrones Paralelos. I Simposio de Inteligencia Computacional (SICO 2005), IEEE Computational Intelligence Society, 1er Congreso Espańol de Informática (CEDI 2005), pp. 285-292. Granada, Espańa, septiembre 2005. Thomson-Paraninfo, ISBN 84-9732-444-7. [PDF]
  • Manuel Cebrián, Iván Cantador. Estrategias de Recomienzo para el Entrenamiento de Perceptrones Multicapa. I Simposio de Inteligencia Computacional, (SICO 2005), IEEE Computational Intelligence Society, 1er Congreso Espańol de Informática (CEDI 2005), pp. 56-62. Granada, Espańa, septiembre 2005. Thomson-Paraninfo, ISBN 84-9732-444-7. [PDF]

      2004

  • Iván Cantador, José R. Dorronsoro. Parallel Perceptrons and Training Set Selection for Imbalanced Classification Problems. Learning'04 International Conference, pp. 51-58. Elche, Alicante, Espańa, octubre 2004. ISBN 84-688-8453-7. [PDF]

Publicaciones en talleres

      2023

  • Andrés Segura-Tinoco, Iván Cantador. Dimensionality Reduction for Machine Learning-based Argument Mining. 10th Workshop on Argument Mining (ArgumentMining 2023), en 28th Conference on Empirical Methods in Natural Language Processing (EMNLP 2023). Singapur, diciembre 2023. ACL Anthology [PDF]

      2021

  • Andrés Segura-Tinoco, Iván Cantador. On the extraction and use of arguments in recommender systems: A case study in the e-participation domain. 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) & 5th Edition of Recommendation in Complex Environments (ComplexRec) Joint Workshop (KaRS-ComplexRec 2021), en 15th ACM Conference on Recommender Systems (RecSys 2021). Amsterdam, Países Bajos, septiembre 2021. CEUR Workshop Proceedings [PDF]

      2020

  • Lissette Almonte, Iván Cantador, Esther Guerra, Juan de Lara. Towards automating the construction of recommender systems for low-code development platforms. 1st LowCode Workshop (LowCode 2020), en ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS 2020). Montreal, Canadá, octubre 2020. MODELS Companion 2020, 66:1-66:10 [PDF]

      2017

  • Iván Cantador, Alejandro Bellogín, María E. Cortés-Cediel, Olga Gil. Personalized recommendations in e-participation: Offline experiments for the 'Decide Madrid' platform. 1st International Workshop on Recommender Systems for Citizens (CitRec 2017), en 11th ACM Conference on Recommender Systems (RecSys 2017). Como, Italia, agosto 2017. [PDF]
  • María E. Cortés-Cediel, Iván Cantador, Olga Gil. Recommender systems for e-governance in smart cities: State of the art and research opportunities. 1st International Workshop on Recommender Systems for Citizens (CitRec 2017), en 11th ACM Conference on Recommender Systems (RecSys 2017). Como, Italia, agosto 2017. [PDF]
  • Pedro G. Campos, Nicolás Rodríguez-Artigot, Iván Cantador. Extracting context data from user reviews for recommendation: A Linked Data approach. 1st International Workshop on Recommendation in Complex Scenarios (ComplexRec 2017), en 11th ACM Conference on Recommender Systems (RecSys 2017). Como, Italia, agosto 2017. [PDF]

      2015

  • Borja Gil, Iván Cantador. On the Development of Gamified Activities in the Classroom. 2nd International Workshop on Gamification in Education (gEducation 2015). Barcelona, Espańa, noviembre 2015. [PDF]
  • Iván Cantador. An Example of Healthy Competition in Education. 2nd International Workshop on Gamification in Education (gEducation 2015). Barcelona, Espańa, noviembre 2015. [PDF]

      2014

  • Ignacio Fernández-Tobías, Iván Cantador. Exploiting Social Tags in Matrix Factorization Models for Cross-domain Collaborative Filtering. 1st International Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2014), en 8th ACM Conference on Recommender Systems (RecSys 2014). Foster City, California, EE.UU., octubre 2014. [PDF]
  • Iván Cantador, Ignacio Fernández-Tobías. On the Exploitation of User Personality in Recommender Systems. 1st International Workshop on Decision Making and Recommender Systems (DMRS 2014). Bolzano, Italia, septiembre 2014. [PDF]

      2013

  • Iván Cantador, Ignacio Fernández-Tobías, Alejandro Bellogín. Relating Personality Types with User Preferences in Multiple Entertainment Domains. 1st Workshop on Emotions and Personality in Personalized Services (EMPIRE 2013), en la 21st Conference on User Modeling, Adaptation and Personalization (UMAP 2013). Roma, Italia, Junio 2013. [PDF]
  • Alejandro Bellogín, Iván Cantador, Pablo Castells, Fernando Diez. Exploiting Social Networks in Recommendation: A Multi-domain Comparison. 13th Dutch-Belgian Information Retrieval Workshop (DIR 2013). Delft, Países Bajos, abril 2013. [PDF]
  • Pedro G. Campos, Iván Cantador, Fernando Diez. Exploiting Time Contexts in Collaborative Filtering: An Item Splitting Approach. 3rd International Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2013), en la 6th ACM 19th Conference on Web Search and Data Mining (WSDM 2013). Roma, Italia, febrero 2013. [PDF]

      2012

  • Marius Kaminskas, Ignacio Fernández-Tobías, Franciasco Ricci, Iván Cantador. Knowledge-based Music Retrieval for Places of Interest. 2nd International Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies (MIRUM 2012), en la 20th ACM 19th Conference on Multimedia (Multimedia 2012). Nara, Japón, octubre 2012. ACM Press. [PDF]

      2011

  • Ignacio Fernández-Tobías, Marius Kaminskas, Iván Cantador, Franciasco Ricci. A Generic Semantic-based Framework for Cross-domain Recommendation. 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems (HetRec 2011), en la 5th ACM Conference on Recommender Systems (RecSys 2011). Chicago, Ilinois, EE.UU., octubre 2011. ACM Press, ISBN 978-1-4503-1027-7. [PDF]
  • Ignacio Fernández-Tobías, Iván Cantador, Alejandro Bellogín. cTag: Semantic Contextualisation of Social Tags. 6th International Workshop on Semantic Adaptive Social Web (SASWeb 2011), en la 19th International Conference on User Modeling, Adaptation, and Personalization (UMAP 2011). Gerona, Espańa, julio 2011. CEUR Workshop Proceedings, vol. 730. ISSN 1613-0073. [PDF]

      2010

  • Alejandro Bellogín, Iván Cantador, Pablo Castells. A Study of Heterogeneity in Recommendations for a Social Music Service. 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems (HetRec 2010), pp. 1-8, en la 4th ACM Conference on Recommender Systems (RecSys 2010). ACM Press, ISBN 978-1-4503-0407-8. Barcelona, Espańa, septiembre 2010. [PDF]

      2009

  • Iván Cantador, Desmond Elliott, Joemon M. Jose. A Case Study of Exploiting Data Mining Techniques for an Industrial Recommender System. 1st International Workshop on Recommender-based Industrial Applications (INDREC 2009), en la 3rd ACM Conference on Recommender Systems (RecSys 2009). Nueva York ciudad, Nueva York, EE.UU., octubre 2009. [PDF]
  • Iván Cantador, Pablo Castells. Semantic Contextualisation in a News Recommender System. 1st International Workshop on Context-Aware Recommender Systems (CARS 2009), en la 3rd ACM Conference on Recommender Systems (RecSys 2009). Nueva York ciudad, Nueva York, EE.UU., octubre 2009. [PDF]
  • Iván Cantador, David Vallet, Joemon M. Jose. Measuring Vertex Centrality in Co-occurrence Graphs for Online Social Tag Recommendation. ECML PKDD 2009 Discovery Challenge (ECML PKDD DC 2009), en la 9th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009). Bled, Eslovenia, septiembre 2009. [PDF]

      2008

  • Alejandro Bellogín, Iván Cantador, Pablo Castells, Álvaro Ortigosa. Discovering Relevant Preferences in a Personalised Recommender System using Machine Learning Techniques. Preference Learning Workshop (PL 2008), en la 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2008), pp. 82-96. Amberes, Bélgica, septiembre 2008. [PDF]
  • Iván Cantador, Martin Szomszor, Harith Alani, Miriam Fernández, Pablo Castells. Enriching Ontological User Profiles with Tagging History for Multi-Domain Recommendations. 1st International Workshop on Collective Semantics: Collective Intelligence and the Semantic Web (CISWeb 2008), en la 5th European Semantic Web Conference (ESWC 2008). Tenerife, Islas Canarias, Espańa, junio 2008. CEUR Workshop Proceedings, vol. 351, pp. 5-19, ISSN 1613-0073. [PDF]

      2007

  • Iván Cantador, Pablo Castells, Alejandro Bellogín. Modelling Ontology-based Multilayered Communities of Interest for Hybrid Recommendations. 1st International Workshop on Adaptation and Personalisation in Social Systems: Groups, Teams, Communities (SociUM 2007), en la 11th International Conference on User Modelling (UM 2007). Corfú, Grecia, junio 2007. [PDF]
  • Iván Cantador, Miriam Fernández, Pablo Castells. Improving Ontology Recommendation and Reuse in WebCORE by Collaborative Assessments. 1st International Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007), en la 16th International World Wide Web Conference (WWW 2007). Banff, Canadá, mayo 2007. CEUR Workshop Proceedings, vol. 273. ISSN 1613-0073. [PDF]

      2006

  • David Vallet, Iván Cantador, Miriam Fernández, Pablo Castells. A Multi-Purpose Ontology-based Approach for Personalized Content Filtering and Retrieval. 1st International Workshop on Semantic Media Adaptation and Personalization (SMAP 2006), pp. 19-24. Atenas, Grecia, diciembre 2006. [PDF]
  • Iván Cantador, Miriam Fernández, Pablo Castells. A Collaborative Recommendation Framework for Ontology Evaluation and Reuse. International Workshop on Recommender Systems, en la 17th European Conference on Artificial Intelligence (ECAI 2006), pp. 67-71. Riva del Garda, Italia, agosto 2006. [PDF]
  • Iván Cantador, Pablo Castells, David Vallet. Enriching Group Profiles with Ontologies for Knowledge-Driven Collaborative Content Retrieval. 1st International Workshop on Semantic Technologies in Collaborative Applications (STICA 2006), en la 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), pp. 358-363. Manchester, Reino Unido, junio 2006. IEEE Computer Society Press, ISBN 0-7695-2623-3. [PDF]
  • Iván Cantador, Pablo Castells. Multilayered Ontology-based User Profiles and Semantic Social Networks for Recommender Systems. 2nd International Workshop on Web Personalisation, Recommender Systems and Intelligent User Interfaces (WPRSIUI 2006), en la 4th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH 2006). Dublín, Irlanda, junio 2006. [PDF]
  • Iván Cantador, Pablo Castells. Building Emergent Social Networks and Group Profiles by Semantic User Preference Clustering. 2nd International Workshop on Semantic Network Analysis (SNA 2006), en la 3rd European Semantic Web Conference (ESWC 2006), pp. 40-53. Budva, Montenegro, junio 2006. [PDF]
  • Miriam Fernández, Iván Cantador, Pablo Castells. CORE: A Tool for Collaborative Ontology Reuse and Evaluation. 4th International Workshop on Evaluation of Ontologies for the Web (EON 2006), en la 15th International World Wide Web Conference (WWW 2006). Edimburgo, Reino Unido, mayo 2006. CEUR Workshop Proceedings, vol. 179, ISSN 1613-0073. [PDF]

Otras publicaciones

      2015

  • Toine Bogers, Marijn Koolen, Iván Cantador. Report on RecSys 2014: Workshop on New Trends in Content-Based Recommender Systems. SIGIR Forum 49(1), pp. 20-26. [PDF]

      2014

  • Valentina Presutti, Milan Stankovic, Erik Cambria, Iván Cantador, Angelo Di Iorio, Tommaso Di Noia, Christoph Lange, Diego Reforgiato Recupero, Anna Tordai. Semantic Web Evaluation Challenge - SemWebEval 2014 at ESWC 2014. Communications in Computer and Information Science 475, Springer. ISBN 978-3-319-12023-2.
  • Toine Bogers, Marijn Koolen, Iván Cantador. the 1st Workshop on New Trends in Content-based Recommender Systems co-located with the 8th ACM Conference on Recommender Systems, CBRecSys@RecSys 2014. CEUR Workshop Proceedings 1245, CEUR-WS.org. ISSN 1613-0073.
  • Iván Cantador, Min Chi, Rosta Farzan, Robert Jäschke. Posters, Demos, Late-breaking Results and Workshop the 22nd Conference on User Modeling, Adaptation, and Personalization (umap 2014). CEUR Workshop Proceedings 1181, CEUR-WS.org. ISSN 1613-0073.

      2013

  • Alejandro Bellogín, Iván Cantador, Pablo Castells. Recomendación Efectiva en Espacios de Información Heterogéneos. Espacio digital de comunicación cientítica UAM Gazette (UAM Gazette). [PDF]
  • Alejandro Bellogín, Pablo Castells, Iván Cantador. Predicting Recommender System Performance from an Information Retrieval Perspective. Tiny Transactions on Computer Science (TinyToCS), Vol. II. [PDF]

      2012

  • Iván Cantador, Alejandro Bellogín. Healthy Competitions in Education through Cooperative Learning. Universidad Autónoma de Madrid (UAM), Madrid, Espańa, mayo 2012. [PDF]

      2011

  • Iván Cantador, Francisco M. Carrero, José Carlos Cortizo, Paolo Rosso, Markus Schedl, José A. Troyano. the 3rd International CIKM Workshop on Search and Mining User-Generated Contents, SMUC 2011. ACM, ISBN 978-1-4503-0949-3.

      2010

  • Iván Cantador, Peter Mika, David Vallet, José C. Cortizo, Francisco M. Carrero. la 1st International Workshop on Adaptation, Personalization and REcommendation in the Social-semantic Web (APRESW 2010), en la 7th Extended Semantic Web Conference (ESWC 2010). Heraclión, Grecia, mayo 2010. CEUR Workshop Proceedings, vol. 585, ISSN 1613-0073. [PDF]

      2007

  • Iván Cantador, Miriam Fernández, Pablo Castells. Improving Ontology Recommendation and Reuse in WebCORE by Collaborative Assessments. Software demonstration en la 1st International Workshop on Social and Collaborative Construction of Structured Knowledge (CKC 2007), en la 16th International World Wide Web Conference (WWW 2007). Banff, Canadá, mayo 2007. CEUR Workshop Proceedings, vol. 273, ISSN 1613-0073. [PDF]
  • Manuel Cebrián, Iván Cantador. Exploiting Heavy Tails in Training Times of Multilayer Perceptrons. A Case Study with the UCI Thyroid Disease Database. CoRR abs/0704.2725. [PDF]

      2006

  • Iván Cantador, Pablo Castells. Application of Multilayered Semantic Augmented Social Networks to Collaborative Filtering. Poster presented en la 4th European Summer School on Ontological Engineering and the Semantic Web (SSSW 2006). Cercedilla, Madrid, Espańa, julio 2006. [PDF]
  • Thomas Riechert, Ernesto Jiménez, Iván Cantador, Michael Engler, Danius Michaelides, Manfred Bortenschläger, Robert Tolksdorf. Working Group Report on Semantic Technologies in Collaborative Applications. 1st International Workshop on Semantic Technologies in Collaborative Applications (STICA 2006), en la 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), pp. 347-351. Manchester, Reino Unido, junio 2006. IEEE Computer Society Press, ISBN 0-7695-2623-3. [PDF]

Tesis

      2012

  • Iván Cantador. Competition as a Teaching Methodology: An Experience Applying Problem-based Learning and Cooperative Learning. Directora: Rora M. Carro. Tesis presentada para la obtención del título de Experto en Docencia Universitaria, en la Universidad Autónoma de Madrid (UAM). Madrid, Espańa, mayo 2012. [PDF]

      2008

  • Iván Cantador. Exploiting the Conceptual Space in Hybrid Recommender Systems: A Semantic-based Approach. Director: Pablo Castells. Tesis presentada para la obtención del título de Doctor en Ingeniería Informática y de Telecomunicación - Mención Europea, en el Departamento de Ingeniería Informática de la Universidad Autónoma de Madrid (UAM). Madrid, Espańa, noviembre 2008. [ZIP/PDF]

      2005

  • Iván Cantador. Aplicación de Perceptrones Paralelos y AdaBoost a Problemas de Clasificación Desequilibrados. Director: José R. Dorronsoro. Trabajo de investigación presentado para la obtención del Diploma de Estudios Avanzados (DEA) en Inteligencia Artificial, en el Departamento de Ingeniería Informática de la Universidad Autónoma de Madrid (UAM). Madrid, Espańa, junio 2005. [PDF]