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Author profile at the institutional portal

Cantador Gutierrez, Ivan ivan.cantador@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

A comparative analysis of recommender systems based on item aspect opinions extracted from user reviews

  • Hernández-Rubio M
  • Cantador I
  • Bellogín A

User Modeling And User-Adapted Interaction (p. 381-441) - 1/4/2019

10.1007/s11257-018-9214-9 View at source

  • ISSN 15731391

A comparative study of heterogeneous item recommendations in social systems

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

Information Sciences (p. 142-169) - 1/2/2013

10.1016/j.ins.2012.09.039 View at source

  • ISSN 00200255

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

A social tag-based dimensional model of emotions: building cross-domain folksonomies

  • Fernández Tobías, Ignacio
  • Cantador, Iván
  • Plaza Morales, Laura

Procesamiento del lenguaje natural (p. 195-202) - 1/1/2013

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN 11355948
  • ISSN/ISBN 1135-5948

ARGAEL: ARGument Annotation and Evaluation tooL

  • Segura-Tinoco A
  • Cantador I

Softwarex - 1/7/2023

10.1016/j.softx.2023.101410 View at source

  • ISSN 23527110

Addressing the Cold Start with Positive-Only Feedback Through Semantic-Based Recommendations

  • Tomeo P
  • Fernández-Tobías I
  • Cantador I
  • Di Noia T

International Journal Of Uncertainty Fuzziness And Knowledge-Based Systems (p. 57-78) - 1/12/2017

10.1142/s0218488517400116 View at source

  • ISSN 02184885

Addressing the user cold start with cross-domain collaborative filtering: exploiting item metadata in matrix factorization

  • Fernandez-Tobias, Ignacio
  • Cantador, Ivan
  • Tomeo, Paolo
  • Anelli, Vito Walter
  • Di Noia, Tommaso;

User Modeling And User-Adapted Interaction (p. 443-486) - 1/4/2019

10.1007/s11257-018-9217-6 View at source

  • ISSN 15731391

Alleviating the new user problem in collaborative filtering by exploiting personality information

  • Fernández-Tobías I
  • Braunhofer M
  • Elahi M
  • Ricci F
  • Cantador I

User Modeling And User-Adapted Interaction (p. 1-35) - 1/6/2016

10.1007/s11257-016-9172-z View at source

  • ISSN 15731391

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

An Enhanced Semantic Layer for Hybrid Recommender Systems: Application to News Recommendation

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

International Journal On Semantic Web And Information Systems (p. 44-78) - 1/1/2011

10.4018/jswis.2011010103 View at source

  • ISSN 15526283

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

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

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

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

Citizen Participation and the Rise of Digital Media Platforms in Smart Governance and Smart Cities

  • Gil O
  • Cortés-Cediel ME
  • Cantador I

Research Anthology On Citizen Engagement And Activism For Social Change (p. 1186-1202) - 1/1/2021

10.4018/978-1-6684-3706-3.ch065 View at source

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

Design and Evaluation of Cross-domain Recommender Systems

  • M Ferrari Dacrema
  • I Cantador
  • I Fernández-Tobías
  • S Berkovsky

Recommender Systems Handbook (p. 485-516) - 1/1/2022

10.1007/978-1-0716-2197-4_13 View at source

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

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

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

Measuring vertex centrality in co-occurrence graphs for online social tag recommendation

  • Cantador I., Vallet D., Jose J.

Ceur Workshop Proceedings (p. 17-33) - 1/12/2009

  • ISSN 16130073
  • iMarina

Modelado de intereses de usuario a partir de múltiples folcsonomías - aproximaciones basadas en semántica

  • Cantador Gutierrez, Ivan

21/10/2008

  • iMarina

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

Modelling Ontology-based Multilayered Communities of Interest for Hybrid Recommendations

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

SociUM 2007: Workshop on Adaptation and Personalization in Social Systems: Groups, Teams, Communities at the UM 2007 - 26/7/2007

  • iMarina

Multilayered Ontology-Based User Profiles and Semantic Social Networks for Recommender Systems

  • Cantador Gutierrez, Ivan
  • Castells Azpilicueta, Pablo

WPRSIUI 2006: International Workshop on Web Personalisation, Recommender Systems and Intelligent User Interfaces at the AH 2006 - 2/10/2006

  • iMarina

Multilayered Semantic Social Network Modeling by Ontology-Based User Profiles Clustering: Application to Collaborative Filtering

  • Cantador, Ivan
  • Castells, Pablo;

Lecture Notes In Computer Science (p. 334-349) - 1/1/2006

  • ISBN 9783540463634
  • 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

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

On the exploitation of user personality in recommender systems

  • Cantador I
  • Fernández-Tobías I

Ceur Workshop Proceedings (p. 42-45) - 1/1/2014

  • ISSN 16130073
  • iMarina

On the extraction and use of arguments in recommender systems: A case study in the e-participation domain

  • Segura-Tinoco A
  • Cantador I

CEUR Workshop Proceedings - 1/1/2021

  • ISSN 16130073
  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

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

América en Madrid. Patrimonios interconectados e impacto turístico en la Comunidad de Madrid (Amermad)

  • Diez Rubio, Fernando (Investigador/a)
  • Bellogin Kouki, Alejandro (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador principal (IP))

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

Type of funding: Regional

Amount of funding: 4370,00 Euros.

  • iMarina

Búsqueda semántica personalizada y escalable de contenidos de texto y habla en la web semántica.

  • Ruiz Casado, Maria Jose (Investigador/a)
  • Miguel Angel Corella Montoya (Investigador/a)
  • Tejedor Noguerales, Javier (Investigador/a)
  • Jose Maria Fuentes Lopez (Investigador/a)
  • Vallet Weadon, David Jordi (Investigador/a)
  • Fernandez Sanchez, Miriam (Investigador/a)
  • Rosa Maria Gil Iranzo (Investigador/a)
  • Roberto Garcia Gonzalez (Investigador/a)
  • O'Donnell, Michael James (Investigador/a)
  • Marta Oliva Sole (Investigador/a)
  • Rico Almodovar, Mariano (Investigador/a)
  • Colas Pasamontes, Jose (Investigador/a)
  • Macias Iglesias, Jose Antonio (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Ferran Perdrix Sapiña (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • David Bolaños Alonso (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))
... View more Collapse

Period: 01-01-2006 - 30-12-2008

  • 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

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

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

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

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

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

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 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

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