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Perfil en el portal institucional

Cantador Gutierrez, Ivan ivan.cantador@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Actividades

An Empirical Comparison of Social, Collaborative Filtering, and Hybrid Recommenders

  • Bellogin, Alejandro
  • Cantador, Ivan
  • Diez, Fernando
  • Castells, Pablo
  • Chavarriaga, Enrique;

Acm Transactions On Intelligent Systems And Technology - 1/1/2013

10.1145/2414425.2414439 Ver en origen

  • ISSN 21576904

Introduction to the special section on search and mining user-generated content

  • Carlos Cortizo, Jose
  • Carrero, Francisco
  • Cantador, Ivan
  • Antonio Troyano, Jose
  • Rosso, Paolo;

Acm Transactions On Intelligent Systems And Technology - 1/1/2012

10.1145/2337542.2337550 Ver en origen

  • ISSN 21576904

Neighbor selection and weighting in user-based collaborative filtering: A performance prediction approach

  • Bellogin, Alejandro
  • Castells, Pablo
  • Cantador, Ivan;

Acm Transactions On The Web - 1/1/2014

10.1145/2579993 Ver en origen

  • ISSN 15591131

A multilayer ontology-based hybrid recommendation model

  • Cantador, Ivan
  • Bellogin, Alejandro
  • Castells, Pablo;

Ai Communications (p. 203-210) - 12/12/2008

10.3233/aic-2008-0437 Ver en origen

  • ISSN 09217126

Proceedings of the late-breaking results at the 22nd international conference on user modeling, adaptation, and personalization (UMAP 2014)

  • Cantador I
  • Chi M

Ceur Workshop Proceedings - 1/1/2014

  • ISSN 16130073
  • iMarina

CBRecSys 2014 - New Trends in Content-based Recommender Systems: Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems

  • Bogers T
  • Koolen M
  • Cantador I

Ceur Workshop Proceedings - 1/1/2005

10.1053/j.jvca.2005.03.036

  • ISSN 16130073
  • iMarina

Preface

  • Cantador I
  • Mika P
  • Vallet D
  • Cortizo J
  • Carrero F

Ceur Workshop Proceedings - 1/12/2010

  • ISSN 16130073
  • iMarina

Preface

  • Bogers T
  • Koolen M
  • Cantador I

Ceur Workshop Proceedings - 1/1/2015

  • ISSN 16130073
  • iMarina

Preface

  • Berkovsky S
  • Cantador I
  • Tikk D

Collaborative Recommendations: Algorithms, Practical Challenges And Applications (p. v-xiv) - 1/1/2018

10.1142/9789813275355_fmatter Ver en origen

Extracting multilayered Communities of Interest from semantic user profiles: Application to group modeling and hybrid recommendations

  • Cantador, Ivan
  • Castells, Pablo;

Computers In Human Behavior (p. 1321-1336) - 1/7/2011

10.1016/j.chb.2010.07.027 Ver en origen

  • ISSN 07475632

Collaborative Recommendations: Algorithms, Practical Challenges and Applications

  • Berkovsky S
  • Cantador I
  • Tikk D

(p. 1-717) - 1/1/2019

10.1142/11131

  • ISBN 9789813275348
  • iMarina

A Multi-Purpose Ontology-Based Approach for Personalised Content Filtering and Retrieval

  • Cantador Gutierrez, Ivan

Advances In Semantic Media Adaptation And Personalization - 1/1/2008

  • iMarina

Sentiment Analysis in Social Streams

  • Saif, Hassan
  • Javier Ortega, F.
  • Fernandez, Miriam
  • Cantador, Ivan;

Emotions And Personality In Personalized Services (p. 119-140) - 1/1/2016

10.1007/978-3-319-31413-6_7 Ver en origen

La competición como mecánica de gamificación en el aula: Una experiencia aplicando aprendizaje basado en problemas y aprendizaje cooperativo

  • Iván Cantador

Gamificación En Aulas Universitarias (p. 67-95) - 1/1/2016

  • iMarina

Boosting parallel perceptrons for label noise reduction in classification problems

  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 586-593) - 1/1/2005

10.1007/11499305_60 Ver en origen

  • ISBN 9783540263197
  • ISSN 03029743

Balanced boosting with parallel perceptrons

  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 208-216) - 1/1/2005

10.1007/11494669_26 Ver en origen

  • ISBN 9783540262084
  • ISSN 03029743

Parallel perceptrons, activation margins and imbalanced training set pruning

  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 43-50) - 1/1/2005

10.1007/11492542_6 Ver en origen

  • ISBN 9783540261544
  • ISSN 03029743

Enhanced media descriptions for the automatic adaptation of audiovisual content retrieval

  • Cantador I
  • López F
  • Bescós J
  • Castells P
  • Martínez J

Personalization Of Interactive Multimedia Services: A Research And Development Perspective (p. 101-117) - 1/1/2009

  • iMarina

Cross-domain recommender systems

  • Cantador I
  • Fernández-Tobías I
  • Berkovsky S
  • Cremonesi P

Plos One (p. 919-959) - 1/1/2015

10.1007/978-1-4899-7637-6_27 Ver en origen

  • ISSN 19326203

An enhanced semantic layer for hybrid recommender systems: Application to news recommendation

  • Cantador I
  • Castells P
  • Bellogín A

Plos One (p. 235-269) - 31/3/2013

10.4018/978-1-4666-3610-1.ch010 Ver en origen

  • ISSN 19326203

Discerning Relevant Model Features in a Content-based Collaborative Recommender System

  • Bellogin, Alejandro
  • Cantador, Ivan
  • Castells, Pablo
  • Ortigosa, Alvaro;

Preference Learning (p. 429-455) - 1/12/2011

10.1007/978-3-642-14125-6_20 Ver en origen

Knowledge-based music retrieval for places of interest

  • Kaminskas M
  • Fernández-Tobías I
  • Ricci F
  • Cantador I

Mirum 2012 - Proceedings Of The 2nd International Acm Workshop On Music Information Retrieval With User-Centered And Multimodal Strategies, Co-Located With Acm Multimedia 2012 (p. 19-24) - 10/12/2012

10.1145/2390848.2390854 Ver en origen

Improving Memory-Based Collaborative Filtering by Neighbour Selection based on User Preference Overlap

  • Bellogin Kouki, Alejandro
  • Castells Azpilicueta, Pablo
  • Cantador Gutierrez, Ivan

OAIR '13: Proceedings of the 10th Conference on Open Research Areas in Information Retrieval (p. 145-148) - 1/5/2013

  • ISBN 9782905450098
  • iMarina

Ontology-based Personalised and Context-aware Recommendations of News Items

  • Cantador I
  • Bellogín A
  • Castells P

Proceedings - 2008 Ieee/Wic/Acm International Conference On Web Intelligence, Wi 2008 (p. 562-565) - 1/12/2008

10.1109/wiiat.2008.204 Ver en origen

  • ISBN 978-0-7695-3496-1

Towards automating the construction of recommender systems for low-code development platforms

  • Almonte L
  • Cantador I
  • Guerra E
  • De Lara J

Proceedings - 23rd Acm/Ieee International Conference On Model Driven Engineering Languages And Systems, Models-C 2020 - Companion Proceedings (p. 451-460) - 16/10/2020

10.1145/3417990.3420200 Ver en origen

An aspectual interface for supporting complex search tasks

  • Villa, Robert
  • Cantador, Ivan
  • Joho, Hideo
  • Jose, Joemon M.;

Proceedings - 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009 (p. 379-386) - 28/12/2009

10.1145/1571941.1572007

  • ISBN 978-1-60558-483-6
  • iMarina

A Criterion Based on Fisher's Exact Test for Item Splitting in Context-Aware Recommender Systems

  • Campos PG
  • Cantador I
  • Diez F
  • Fernandez-Tobias I

Proceedings - International Conference Of The Chilean Computer Science Society, Sccc (p. 80-82) - 1/9/2016

10.1109/sccc.2014.37 Ver en origen

  • ISSN 15224902

A multi-purpose ontology-based approach for personalized content filtering and retrieval

  • Vallet, David
  • Cantador, Ivan
  • Fernandez, Miriam
  • Castells, Pablo;

Proceedings - Smap 2006: 1st International Workshop On Semantic Media Adaptation And Personalization (p. 19-+) - 1/1/2006

10.1109/smap.2006.4 Ver en origen

A study of heterogeneity in recommendations for a social music service

  • Bellogín A
  • Cantador I
  • Castells P

Proceedings Of The 1st International Workshop On Information Heterogeneity And Fusion In Recommender Systems, Hetrec 2010, Held At The 4th Acm Conference On Recommender Systems, Recsys 2010 (p. 1-8) - 20/12/2010

10.1145/1869446.1869447 Ver en origen

  • ISBN 978-1-4503-0407-8

A generic semantic-based framework for cross-domain recommendation

  • Fernández-Tobías I
  • Kaminskas M
  • Cantador I
  • Ricci F

Proceedings Of The 2nd International Workshop On Information Heterogeneity And Fusion In Recommender Systems, Hetrec 2011 - Held At The 5th Acm Conference On Recommender Systems, Recsys 2011 (p. 25-32) - 23/11/2011

10.1145/2039320.2039324

  • ISBN 978-1-4503-1027-7
  • iMarina

A flexible and lightweight interactive data mining tool to visualize and analyze digital citizen participation content

  • Bachiller S
  • Quijano-Sánchez L
  • Cantador I

Proceedings Of The Acm Symposium On Applied Computing (p. 413-416) - 22/3/2021

10.1145/3412841.3442081 Ver en origen

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Más allá de la recomendación estática: equidad, interacción y transparencia. = Beyond static recommendation: fairness, interaction and transparency (FIT)

  • Santini, Simone (Investigador/a)
  • SANZ-CRUZADO PUIG, JAVIER (Investigador/a)
  • Cañamares Perez, Rocio (Investigador/a)
  • Quijano Sanchez, Lara (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))
  • SANCHEZ PEREZ, PABLO (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador principal (IP))
  • Bellogin Kouki, Alejandro (Investigador/a)
... Ver más Contraer

Ejecución: 01-06-2020 - 31-05-2023

Tipo: Nacional

Importe financiado: 99220,00 Euros.

  • iMarina

Democracia digital participativa a través de instrumentos y modelos eficientes de gobierno abierto en los gobiernos locales andaluces

  • Rodríguez Bolívar MP (Investigador principal (IP))
  • Alcaide Muñoz, Cristina (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Criado Grande, Juan Ignacio (Investigador/a)
  • Alcaide Muñoz, Laura (Investigador/a)
  • Delgado Mohatar, Oscar (Investigador/a)

Ejecución: 01-01-2020 - 31-12-2022

Importe financiado: 28500,00 Euros.

  • iMarina

Lowcomote: "training the next generation of experts in scalable low-code engineering platforms"(2019-2022), Innovative Training Network (ITN).

  • Lara Jaramillo, Juan DE (Investigador principal (IP))
  • Cantador Gutierrez, Ivan (Investigador/a)

Ejecución: 01-01-2019 - 31-12-2022

Tipo: Europeo

Importe financiado: 501809,76 Euros.

  • iMarina

DESARROLLO DE UNA PLATAFORMA DE GAMIFICACION INTELIGENTE PARA COMERCIO ELECTRONICO (GICE)

  • Cantador Gutierrez, Ivan (Investigador principal (IP))

Ejecución: 01-11-2014 - 31-10-2018

  • iMarina

VOXPOPULI ANALISIS EFICIENTE DE REPUTACION, PROPAGACION Y RECOMENDACION EN ENTORNOS DE REDES SOCIALES-UAM

  • Castells Azpilicueta, Pablo (Investigador principal (IP))
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Simone Santini (Investigador/a)
  • Vallet Weadon, David Jordi (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)

Ejecución: 01-01-2014 - 31-12-2014

  • iMarina

Novedad, diversidad, contexto y tiempo: Nuevas dimensiones en los sistemas de recuperación de información y recomendación de nueva generación.

  • Doina Alexandra Dumitrescu (Investigador/a)
  • Fernandez Tobias, Ignacio (Investigador/a)
  • Pedro Campos Soto (Investigador/a)
  • Simone Santini (Investigador/a)
  • Vargas Sandoval, Saul (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • Vallet Weadon, David Jordi (Investigador/a)
  • Alexandra Dumitrescu Doina (Investigador/a)
  • Bellogin Kouki, Alejandro (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))
... Ver más Contraer

Ejecución: 01-01-2012 - 31-12-2013

  • iMarina

9TH INTERNATIONAL WORKSHOP ON CONTENT-BASED MUYLTIMEDIA INDEXING

  • Bescos Cano, Jesus (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador/a)
  • Valdes Lopez, Victor (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))

Ejecución: 03-01-2011 - 31-12-2011

  • iMarina

Sistemas de recomendación en la web social: heterogeneidad y dimensión temporal.

  • Bellogin Kouki, Alejandro (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • Vallet Weadon, David Jordi (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador principal (IP))

Ejecución: 01-01-2011 - 31-12-2011

  • iMarina

Congreso español de recuperación de información (CERI 2010).

  • Vallet Weadon, David Jordi (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Torre Toledano, Doroteo (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))

Ejecución: 04-01-2010 - 31-03-2011

  • iMarina

MA2VICMR: Mejorando el Acceso, el Análisis y la Visibilidad de la Información y los Contenidos Multilingües y Multimedia en Red para la CM

  • Tejedor Noguerales, Javier (Investigador/a)
  • Vargas Sandoval, Saul (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))

Ejecución: 01-01-2010 - 31-12-2013

Importe financiado: 807753,00 Euros.

  • iMarina

Recommender system performance evaluation and prediction an information retrieval perspective

  • Castells Azpilicueta, Pablo (Director)
  • Cantador Gutierrez, Ivan (Director) Doctorando: BELLOGIN KOUKI, ALEJANDRO

30/11/2012

  • iMarina

Matrix factorization models for cross-domain recommendation: Addressing the cold start in collaborative filtering

  • Cantador Gutierrez, Ivan (Director) Doctorando: Ignacio Javier Fernandez Tobias

13/1/2017

Defensa realizada en: Universidad Autónoma de Madrid

Recommender systems and time context: Characterization of a robust evaluation protocol to increase reliability of measured improvements

  • Diez Rubio, Fernando (Director)
  • Cantador Gutierrez, Ivan (Codirector) Doctorando: Campos Soto, Pedro G.

14/10/2013

Defensa realizada en: Universidad Autónoma de Madrid

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 24/04/24 12:52