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Author profile at the institutional portal

Cantador Gutierrez, Ivan ivan.cantador@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

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 View at source

  • 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 View at source

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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

  • 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 View at source

On the use of cross-domain user preferences and personality traits in collaborative filtering

  • Fernández-Tobías I
  • Cantador I

Lecture Notes In Computer Science (p. 343-349) - 1/1/2015

10.1007/978-3-319-20267-9_29 View at source

  • ISBN 978-3-319-20266-2
  • ISSN 03029743

Validating gamification mechanics and player types in an E-learning environment

  • Gil B., Cantador I., Marczewski A.

Lecture Notes In Computer Science (p. 568-572) - 1/1/2015

10.1007/978-3-319-24258-3_61 View at source

  • ISBN 978-3-319-24257-6
  • ISSN 03029743

News@hand: A semantic web approach to recommending news

  • Cantador
  • Ivan Bellogin
  • Alejandro Castells
  • Pablo

Lecture Notes In Computer Science (p. 279-283) - 6/10/2008

10.1007/978-3-540-70987-9_34

  • ISBN 9783540709879
  • ISSN 03029743
  • iMarina

Neighbor selection for cold users in collaborative filtering with positive-only feedback

  • Bellogín A
  • Fernández-Tobías I
  • Cantador I
  • Tomeo P

Lecture Notes In Computer Science (p. 3-12) - 1/1/2018

10.1007/978-3-030-00374-6_1 View at source

  • ISSN 03029743

Time-Aware Evaluation of Methods for Identifying Active Household Members in Recommender Systems

  • Campos
  • Pedro G Bellogin
  • Alejandro Cantador
  • Ivan Diez
  • Fernando

Lecture Notes In Computer Science (p. 22-31) - 10/10/2013

10.1007/978-3-642-40643-0_3

  • ISBN 978-3-642-40642-3
  • ISSN 03029743
  • iMarina

A Contextual Modeling Approach for Model-Based Recommender Systems

  • Fernandez-Tobias
  • Ignacio Campos
  • Pedro G Cantador
  • Ivan Diez
  • Fernando

Lecture Notes In Computer Science (p. 42-51) - 10/10/2013

10.1007/978-3-642-40643-0_5 View at source

  • ISSN 03029743

Modeling emotions with social tags

  • Fernández-Tobías I
  • Cantador I
  • Plaza L

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 331-334) - 26/9/2013

10.1007/978-3-642-38844-6_30 View at source

  • ISBN 978-3-642-38843-9
  • ISSN 03029743
  • ISSN/ISBN 9783642388439

Exploiting citation knowledge in personalised recommendation of recent scientific publications

  • Khadka A
  • Cantador I
  • Fernandez M

Lrec 2020 - 12th International Conference On Language Resources And Evaluation, Conference Proceedings (p. 2231-2240) - 1/1/2020

  • iMarina

Open Government Data in Higher Education: A Multidisciplinary Innovation Teaching Experience

  • Cantador, I
  • Criado, JI
  • Muñoz, LA
  • Cortés-Cediel, ME
  • Liarte, I

Methodologies And Intelligent Systems For Technology Enhanced Learning, 12th International Conference. Mis4tel 2022 (p. 155-164) - 1/1/2023

10.1007/978-3-031-20617-7_20 View at source

Exploiting external knowledge to improve video retrieval

  • Vallet D
  • Cantador I
  • Jose J

Mir 2010 - Proceedings Of The 2010 Acm Sigmm International Conference On Multimedia Information Retrieval (p. 101-110) - 21/5/2010

10.1145/1743384.1743406 View at source

  • ISBN 978-1-60558-815-5

This researcher has no working papers.

This researcher has no technical reports.

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)
... View more Collapse

Period: 01-06-2020 - 31-05-2023

Type of funding: National

Amount of funding: 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)

Period: 01-01-2020 - 31-12-2022

Amount of funding: 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)

Period: 01-01-2019 - 31-12-2022

Type of funding: European

Amount of funding: 501809,76 Euros.

  • iMarina

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

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

Period: 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)

Period: 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))
... View more Collapse

Period: 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))

Period: 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))

Period: 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))

Period: 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))

Period: 01-01-2010 - 31-12-2013

Amount of funding: 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

Reading institution: 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

Reading institution: Universidad Autónoma de Madrid

This researcher has no patents or software licenses.

Last data update: 4/24/24 12:52 PM