Alejandro Bellogin (ORCID: 0000-0001-6368-2510)

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Iván CantadorAssociate Professor of Computer Science, Universidad Autónoma de Madrid, SpainVerified email at uam.es
Pablo CastellsProfessor, Universidad Autónoma de Madrid, AmazonVerified email at uam.es
Alan SaidUniversity of GothenburgVerified email at acm.org
Tommaso Di NoiaFull Professor, Polytechnic University of BariVerified email at poliba.it
Pablo SánchezUniversidad Pontificia Comillas - Instituto de Investigación Tecnológica (IIT)Verified email at icai.comillas.edu
Vito Walter AnelliPolytechnic University of BariVerified email at poliba.it
Yashar DeldjooTenure-Track Assistant Professor (RtD-b) of Computer Science, Polytechnic University of Bari, ItalyVerified email at acm.org
Fernando DíezSenior Lecturer, Universidad Autónoma de MadridVerified email at uam.es
Arjen P. de VriesRadboud UniversiteitVerified email at cs.ru.nl
Claudio PomoPolitecnico di BariVerified email at poliba.it
Javier ParaparInformation Retrieval Lab - CITIC - University of A CoruñaVerified email at udc.es
Pedro G. CamposUniversidad del Bío-BíoVerified email at ubiobio.cl
Felice Antonio MerraApplied Scientist at AWS GenAIVerified email at amazon.de
Ignacio Fernández-TobíasUniversidad Autónoma de MadridVerified email at uam.es
Francesco Maria DoniniUniversità della TusciaVerified email at unitus.it
Daniele MalitestaPostdoc Researcher, CentraleSupélec, Inria, Université Paris-SaclayVerified email at centralesupelec.fr
Antonio FerraraPolitecnico di BariVerified email at poliba.it
Dietmar JannachUniversity of Klagenfurt, Austria; University of Bergen, NorwayVerified email at aau.at
Daniel ValcarceGoogleVerified email at google.com
Hamed ZamaniAssociate Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu

Alejandro Bellogin (ORCID: 0000-0001-6368-2510)

Universidad Autónoma de Madrid (ROR 01cby8j38)

Verified email at uam.es - Homepage

Recommender Systems Sequence recommendation Evaluation


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Content-based recommendation in social tagging systems I Cantador, A Bellogín, D Vallet Proceedings of the fourth ACM conference on Recommender systems, 237-240, 2010	267	2010
Comparative recommender system evaluation: benchmarking recommendation frameworks A Said, A Bellogín Proceedings of the 8th ACM Conference on Recommender systems, 129-136, 2014	260	2014
Precision-oriented evaluation of recommender systems: an algorithmic comparison A Bellogin, P Castells, I Cantador Proceedings of the fifth ACM conference on Recommender systems, 333-336, 2011	253	2011
Relating Personality Types with User Preferences in Multiple Entertainment Domains. I Cantador, I Fernández-Tobías, A Bellogín, M Kosinski, D Stillwell UMAP Workshops 997, 2013	176	2013
A multilayer ontology-based hybrid recommendation model I Cantador, A Bellogín, P Castells Ai Communications 21 (2-3), 203-210, 2008	172	2008
Statistical biases in information retrieval metrics for recommender systems A Bellogín, P Castells, I Cantador Information Retrieval Journal 20, 606-634, 2017	168	2017
Ontology-based personalised and context-aware recommendations of news items I Cantador, A Bellogín, P Castells 2008 IEEE/WIC/ACM international conference on web intelligence and …, 2008	131	2008
Elliot: A comprehensive and rigorous framework for reproducible recommender systems evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Proceedings of the 44th international ACM SIGIR conference on research and …, 2021	129	2021
An empirical comparison of social, collaborative filtering, and hybrid recommenders A Bellogín, I Cantador, F Díez, P Castells, E Chavarriaga ACM Transactions on Intelligent Systems and Technology (TIST) 4 (1), 1-29, 2013	116	2013
A comparative study of heterogeneous item recommendations in social systems A Bellogín, I Cantador, P Castells Information Sciences 221, 142-169, 2013	105	2013
Using graph partitioning techniques for neighbour selection in user-based collaborative filtering A Bellogín, J Parapar Proceedings of the sixth ACM conference on Recommender systems, 213-216, 2012	105	2012
On the robustness and discriminative power of information retrieval metrics for top-N recommendation D Valcarce, A Bellogín, J Parapar, P Castells Proceedings of the 12th ACM conference on recommender systems, 260-268, 2018	92	2018
News@ hand: A semantic web approach to recommending news I Cantador, A Bellogín, P Castells Adaptive Hypermedia and Adaptive Web-Based Systems: 5th International …, 2008	92	2008
A flexible framework for evaluating user and item fairness in recommender systems Y Deldjoo, VW Anelli, H Zamani, A Bellogin, T Di Noia User Modeling and User-Adapted Interaction, 1-55, 2021	91	2021
Fairness in recommender systems: research landscape and future directions Y Deldjoo, D Jannach, A Bellogin, A Difonzo, D Zanzonelli User Modeling and User-Adapted Interaction 34 (1), 59-108, 2024	80	2024
Neighbor selection and weighting in user-based collaborative filtering: a performance prediction approach A Bellogín, P Castells, I Cantador ACM Transactions on the Web (TWEB) 8 (2), 1-30, 2014	78	2014
A review of modern fashion recommender systems Y Deldjoo, F Nazary, A Ramisa, J Mcauley, G Pellegrini, A Bellogin, ... ACM Computing Surveys 56 (4), 1-37, 2023	72	2023
A comparative analysis of recommender systems based on item aspect opinions extracted from user reviews M Hernández-Rubio, I Cantador, A Bellogín User Modeling and User-Adapted Interaction 29 (2), 381-441, 2019	72	2019
Rival: a toolkit to foster reproducibility in recommender system evaluation A Said, A Bellogín Proceedings of the 8th ACM Conference on Recommender systems, 371-372, 2014	72	2014
Explaining recommender systems fairness and accuracy through the lens of data characteristics Y Deldjoo, A Bellogin, T Di Noia Information processing & management 58 (5), 102662, 2021	69	2021

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