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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

A Case Study of Exploiting Data Mining Techniques for an Industrial Recommender System

  • Cantador Gutierrez, Ivan
  • Elliott, Desmond
  • Jose, Joemon

INDREC 2009: Proceedings of the 1st International Workshop on Recommender-based Industrial Applications, at the RecSys 2009 - 22/10/2009

  • iMarina

A Chatbot for Searching and Exploring Open Data: Implementation and Evaluation in E-Government

  • Cantador I
  • Viejo-Tardío J
  • Cortés-Cediel ME
  • Rodríguez Bolívar MP

Acm International Conference Proceeding Series (p. 168-179) - 9/6/2021

10.1145/3463677.3463681 View at source

A Collaborative Recommendation Framework for Ontology Evaluation and Reuse

  • Cantador Gutierrez, Ivan
  • Fernandez Sanchez, Miriam
  • Castells Azpilicueta, Pablo

28/8/2006

  • 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

A Conversational Agent for Argument-driven E-participation

  • Segura-Tinoco A
  • Holgado-Sánchez A
  • Cantador I
  • Cortés-Cediel ME
  • Rodríguez Bolívar MP

ACM International Conference Proceeding Series (p. 191-205) - 15/6/2022

10.1145/3543434.3543447 View at source

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 View at source

  • ISSN 15224902

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

  • Cantador, Ivan
  • Fernandez, Miriam
  • Vallet, David
  • Castells, Pablo
  • Picault, Jerome
  • Ribiere, Myriam;

Studies In Computational Intelligence (p. 25-+) - 15/1/2008

10.1007/978-3-540-76361_2

  • ISBN 978-3-540-76359-8
  • ISSN 1860949X
  • iMarina

A Performance Comparison of Time-Aware Recommendation

  • Campos, Pedro G.
  • Diez Rubio, Fernando
  • Cantador Gutierrez, Ivan

18/6/2012

  • iMarina

A Simple E-learning System Based on Classroom Competition

  • Cantador I
  • Conde J

Lecture Notes In Computer Science (p. 488-493) - 8/11/2010

10.1007/978-3-642-16020-2_42 View at source

  • ISSN 03029743

A criterion based on Fisher's exact test for item splitting in context-aware recommender systems

  • Campos Soto, Pedro G
  • Cantador Gutierrez, Ivan
  • Diez Rubio, Fernando
  • Fernandez Tobias, Ignacio

10/11/2014

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Recuperación de información sobre distintos medios basada en modelos multidimensionales: Relevancia, novedad, personalicación y contexto- subproyecto UAM.

  • Alexandra Dumitrescu Doina (Investigador/a)
  • Bellogin Kouki, Alejandro (Investigador/a)
  • Simone Santini (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • Vallet Weadon, David Jordi (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))
... View more Collapse

Period: 01-01-2009 - 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

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

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