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Author profile at the institutional portal

Bellogin Kouki, Alejandro alejandro.bellogin@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

Siamese neural networks in recommendation

  • Serrano N
  • Bellogín A

Neural Computing & Applications (p. 13941-13953) - 1/7/2023

10.1007/s00521-023-08610-0 View at source

  • ISSN 14333058

Bias characterization, assessment, and mitigation in location-based recommender systems

  • Sánchez P
  • Bellogín A
  • Boratto L

Data Mining And Knowledge Discovery - 14/2/2023

10.1007/s10618-022-00913-5 View at source

  • ISSN 13845810

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

Point-of-Interest Recommender Systems Based on Location-Based Social Networks: A Survey from an Experimental Perspective

  • Sanchez, Pablo
  • Bellogin, Alejandro;

Acm Computing Surveys - 9/9/2022

10.1145/3510409 View at source

  • ISSN 03600300

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

On the effects of aggregation strategies for different groups of users in venue recommendation

  • Sánchez P
  • Bellogín A

Information Processing & Management - 1/9/2021

10.1016/j.ipm.2021.102609 View at source

  • ISSN 03064573

Explaining recommender systems fairness and accuracy through the lens of data characteristics

  • Deldjoo, Yashar
  • Bellogin, Alejandro
  • Di Noia, Tommaso;

Information Processing & Management - 1/9/2021

10.1016/j.ipm.2021.102662 View at source

  • ISSN 03064573

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

Improving accountability in recommender systems research through reproducibility

  • Bellogin, Alejandro
  • Said, Alan;

User Modeling And User-Adapted Interaction (p. 941-977) - 21/10/2021

10.1007/s11257-021-09302-x View at source

  • ISSN 15731391

Preface

  • Neidhardt J
  • Wörndl W
  • Kuflik T
  • Zanker M
  • Bellogin A
  • Bridge D
  • Coba L
  • Dietz LW
  • Goldenberg D
  • Gretzel U
  • Jannach D
  • Krasnodebski J
  • Massimo D
  • Palomares I
  • Moreno A
  • Ricci F
  • Sertkan M
  • Sottocornola G
  • Sánchez P
  • Werthner H
... View more Collapse

Ceur Workshop Proceedings - 1/1/2021

  • ISSN 16130073
  • iMarina

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

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

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

Comparative recommender system evaluation: Benchmarking recommendation frameworks

  • Said, Alan
  • Bellogin, Alejandro;

Recsys 2014 - Proceedings Of The 8th Acm Conference On Recommender Systems (p. 129-136) - 6/10/2014

10.1145/2645710.2645746 View at source

  • ISBN 978-1-4503-2668-1

Rival: a toolkit to foster reproducibility in recommender system evaluation

  • Said, Alan
  • Bellogin, Alejandro;

Recsys 2014 - Proceedings Of The 8th Acm Conference On Recommender Systems (p. 371-372) - 6/10/2014

10.1145/2645710.2645712 View at source

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

REDD 2014 - International workshop on recommender systems evaluation: Dimensions and design

  • Adamopoulos, Panagiotis
  • Bellogin, Alejandro
  • Castells, Pablo
  • Cremonesi, Paolo
  • Steck, Harald;

Recsys 2014 - Proceedings Of The 8th Acm Conference On Recommender Systems (p. 393-394) - 6/10/2014

10.1145/2645710.2645780 View at source

Challenges on Combining Open Web and Dataset Evaluation Results: The Case of the Contextual Suggestion Track

  • Bellogín A
  • Samar T
  • De Vries A
  • Said A

Lecture Notes In Computer Science (p. 430-436) - 1/1/2014

10.1007/978-3-319-06028-6_37

  • ISBN 978-3-319-06027-9
  • 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

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

You are What You Eat! Tracking Health Through Recipe Interactions

  • Said A
  • Bellogín A

Ceur Workshop Proceedings - 1/1/2014

  • ISSN 16130073
  • iMarina

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

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

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

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

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

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

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

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

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