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Author profile at the institutional portal

Bellogin Kouki, Alejandro alejandro.bellogin@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 flexible framework for evaluating user and item fairness in recommender systems

  • Deldjoo, Yashar
  • Anelli, Vito Walter
  • Zamani, Hamed
  • Bellogin, Alejandro
  • Di Noia, Tommaso;

User Modeling And User-Adapted Interaction (p. 457-511) - 1/7/2021

10.1007/s11257-020-09285-1 View at source

  • ISSN 15731391

A framework for dataset benchmarking and its application to a new movie rating dataset

  • Dooms S
  • Bellogín A
  • De Pessemier T
  • Martens L

Acm Transactions On Intelligent Systems And Technology - 1/2/2016

10.1145/2751565 View at source

  • ISSN 21576904

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 reproducible POI recommendation framework: Works mapping and benchmark evaluation

  • Werneck H
  • Silva N
  • Pereira A
  • Carvalho M
  • Bellogín A
  • Martinez-Gil J
  • Mourão F
  • Rocha L
... View more Collapse

Information Systems - 1/9/2022

10.1016/j.is.2022.102019 View at source

  • ISSN 03064379

A unifying and general account of fairness measurement in recommender systems

  • Amigó E
  • Deldjoo Y
  • Mizzaro S
  • Bellogín A

Information Processing and Management - 1/1/2023

Editor: Elsevier Ltd

10.1016/j.ipm.2022.103115 View at source

  • ISSN 03064573
  • ISSN/ISBN 0306-4573

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

Applying reranking strategies to route recommendation using sequence-aware evaluation

  • Sanchez, Pablo
  • Bellogin, Alejandro;

User Modeling And User-Adapted Interaction (p. 659-725) - 1/9/2020

10.1007/s11257-020-09258-4 View at source

  • ISSN 15731391

MSAP: Multi-Step Adversarial Perturbations on Recommender Systems Embeddings

  • Anelli, V.W., Bellogín, A., Deldjoo, Y., Di Noia, T., Merra, F.A.

Proceedings Of The International Florida Artificial Intelligence Research Society Conference, Flairs - 18/4/2021

10.32473/flairs.v34i1.128443 View at source

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

Offline and online evaluation of recommendations

  • Bellogín Kouki, Alejandro
  • Said, Alan

Collaborative Recommendations: Algorithms, Practical Challenges And Applications (p. 295-328) - 1/1/2019

  • iMarina

Discovering Related Users in Location-based Social Networks

  • Torrijos, S.
  • Bellogín, A.
  • Sánchez, P.

Umap '20: Proceedings Of The 28th Acm Conference On User Modeling, Adaptation And Personalization (p. 357) - 13/7/2020

10.1145/3340631.3394882 View at source

Discovering Relevant Preferences in a Personalised Recommender System using Machine Learning Techniques

  • Bellogin Kouki, Alejandro
  • Cantador Gutierrez, Ivan
  • Castells Azpilicueta, Pablo
  • Ortigosa Juarez, Alvaro Manuel

Proceesings of the ECNL/PKDD-08 Workshop on Preference Learning (PL 2008) (p. 82-96) - 19/9/2008

  • iMarina

Do recommendations matter? News recommendation in real life

  • Said A
  • Bellogín A
  • Lin J
  • De Vries A

Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW (p. 237-240) - 1/1/2014

10.1145/2556420.2556510 View at source

  • ISBN 978-1-4503-2541-7

Document Difficulty Framework for Semi-Automatic Text Classification

  • Martinez-Alvarez M
  • Bellogin A
  • Roelleke T

Lecture Notes In Computer Science (p. 110-121) - 26/9/2013

10.1007/978-3-642-40131-2_10

  • ISBN 978-3-642-40130-5
  • ISSN 03029743
  • iMarina

Effects of Position Bias on Click-Based Recommender Evaluation

  • Hofmann K
  • Schuth A
  • Bellogín A
  • De Rijke M

Lecture Notes In Computer Science (p. 624-630) - 1/1/2014

10.1007/978-3-319-06028-6_67

  • ISBN 9783319060286
  • ISSN 03029743
  • iMarina

Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

  • Anelli, Vito Walter
  • Bellogin, Alejandro
  • Ferrara, Antonio
  • Malitesta, Daniele
  • Merra, Felice Antonio
  • Pomo, Claudio
  • Donini, Francesco Maria
  • Di Noia, Tommaso;
... View more Collapse

Sigir '21: Proceedings Of The 44th International Acm Sigir Conference On Research And Development In Information Retrieval (p. 2405-2414) - 1/1/2021

10.1145/3404835.3463245 View at source

Evaluating decision-aware recommender systems

  • Mesas R
  • Bellogín A

Recsys 2017 - Proceedings Of The 11th Acm Conference On Recommender Systems (p. 74-78) - 27/8/2017

10.1145/3109859.3109888 View at source

Exploiting Social Networks in Recommendation: a Multi-Domain Comparison

  • Bellogín A
  • Cantador I
  • Castells P
  • Díez F

Ceur Workshop Proceedings (p. 40-41) - 1/1/2013

  • ISSN 16130073
  • iMarina

How to perform reproducible experiments in the ELLIOT recommendation framework: Data processing, model selection, and performance evaluation

  • Anelli VW
  • Bellogín A
  • Ferrara A
  • Malitesta D
  • Merra FA
  • Pomo C
  • Donini FM
  • Di Sciascio E
  • Di Noia T
... View more Collapse

Ceur Workshop Proceedings - 1/1/2021

  • ISSN 16130073
  • iMarina

Implicit vs. explicit trust in social matrix factorization

  • Fazeli, Soude
  • Loni, Babak
  • Bellogin, Alejandro
  • Drachsler, Hendrik
  • Sloep, Peter;

Recsys 2014 - Proceedings Of The 8th Acm Conference On Recommender Systems (p. 317-320) - 6/10/2014

10.1145/2645710.2645766 View at source

This researcher has no working papers.

This researcher has no technical reports.

Adenda al Acuerdo de Subcontratación para la realización del proyecto: EXPERT2IC: Sistema experto big data de inteligencia colectiva para la detección de patrones de comportamiento y perfiles en redes sociales.

  • Bellogin Kouki, Alejandro (Investigador principal (IP))

Period: 25-07-2014 - 31-12-2014

Type of funding: International

Amount of funding: 27272,73 Euros.

  • 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

Diseño y desarrollo de un sistema de recomendación avanzado para turismo inteligente. Project led by MyStreetBook

  • Diez Rubio, Fernando (Investigador principal (IP))
  • Bellogin Kouki, Alejandro (Investigador principal (IP))

Period: 20-12-2019 - 20-06-2021

  • iMarina

Evaluación de la plataforma tecnológica de la compañía para el proyecto Patrimonios Interconectados América en Madrid. Project led by Uground

  • Bellogin Kouki, Alejandro (Investigador principal (IP))

Period: 20-12-2019 - 31-12-2020

  • 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

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

Exploring attributes, sequences, and time in Recommender Systems: From classical to Point-of-Interest recommendation

  • Bellogin Kouki, Alejandro (Director)
  • Castells Azpilicueta, Pablo (Tutor)
  • Lara Jaramillo, Juan DE (Otros) Doctorando: Sanchez Pérez, Pablo

8/7/2021

  • iMarina

This researcher has no patents or software licenses.

Last data update: 3/18/24 11:12 PM