Alejandro Bellogín
Orcid: 0000-0001-6368-2510Affiliations:
- Autonomous University of Madrid, Spain
According to our database1,
Alejandro Bellogín
authored at least 122 papers
between 2008 and 2024.
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Bibliography
2024
Appl. Netw. Sci., December, 2024
User Model. User Adapt. Interact., March, 2024
Proceedings of the 16th ACM Web Science Conference, 2024
Recommendation Fairness in eParticipation: Listening to Minority, Vulnerable and NIMBY Citizens.
Proceedings of the Advances in Information Retrieval, 2024
2023
Bias characterization, assessment, and mitigation in location-based recommender systems.
Data Min. Knowl. Discov., September, 2023
Inf. Process. Manag., 2023
Understanding the Influence of Data Characteristics on the Performance of Point-of-Interest Recommendation Algorithms.
CoRR, 2023
Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
2022
Point-of-Interest Recommender Systems Based on Location-Based Social Networks: A Survey from an Experimental Perspective.
ACM Comput. Surv., January, 2022
ACM UMAP 2022 report: 30th ACM conference on user modeling, adaptation and personalization.
SIGWEB Newsl., 2022
Inf. Syst., 2022
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022
The Challenging Reproducibility Task in Recommender Systems Research between Traditional and Deep Learning Models.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022
Proceedings of the 12th Italian Information Retrieval Workshop 2022, 2022
2021
User Model. User Adapt. Interact., 2021
User Model. User Adapt. Interact., 2021
On the effects of aggregation strategies for different groups of users in venue recommendation.
Inf. Process. Manag., 2021
Explaining recommender systems fairness and accuracy through the lens of data characteristics.
Inf. Process. Manag., 2021
Simulations for novel problems in recommendation: analyzing misinformation and data characteristics.
CoRR, 2021
CoRR, 2021
Analysing the Effect of Recommendation Algorithms on the Amplification of Misinformation.
CoRR, 2021
Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Reenvisioning the comparison between Neural Collaborative Filtering and Matrix Factorization.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), 2021
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
How to Perform Reproducible Experiments in the ELLIOT Recommendation Framework: Data Processing, Model Selection, and Performance Evaluation.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021
2020
Applying reranking strategies to route recommendation using sequence-aware evaluation.
User Model. User Adapt. Interact., 2020
J. Intell. Inf. Syst., 2020
Inf. Process. Manag., 2020
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
Proceedings of the Workshop on Online Misinformation- and Harm-Aware Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020
2019
A comparative analysis of recommender systems based on item aspect opinions extracted from user reviews.
User Model. User Adapt. Interact., 2019
Inf. Process. Manag., 2019
Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), 2019
Attribute-based evaluation for recommender systems: incorporating user and item attributes in evaluation metrics.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the Data Science in Practice, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Coherence and inconsistencies in rating behavior: estimating the magic barrier of recommender systems.
User Model. User Adapt. Interact., 2018
On the robustness and discriminative power of information retrieval metrics for top-N recommendation.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Proceedings of the Workshop on Recommenders in Tourism, 2018
Measuring anti-relevance: a study on when recommendation algorithms produce bad suggestions.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Proceedings of the Advances in Information Retrieval, 2018
Proceedings of the 5th Spanish Conference on Information Retrieval, 2018
Proceedings of the 5th Spanish Conference on Information Retrieval, 2018
Neighbor Selection for Cold Users in Collaborative Filtering with Positive-Only Feedback.
Proceedings of the Advances in Artificial Intelligence, 2018
Proceedings of the Collaborative Recommendations, 2018
2017
Inf. Sci., 2017
Inf. Retr. J., 2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Personalized recommendations in e-participation: offline experiments for the 'Decide Madrid' platform.
Proceedings of International Workshop on Citizens for Recommender Systems, 2017
Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), 2017
2016
A Framework for Dataset Benchmarking and Its Application to a New Movie Rating Dataset.
ACM Trans. Intell. Syst. Technol., 2016
The strange case of reproducibility versus representativeness in contextual suggestion test collections.
Inf. Retr. J., 2016
Studying the Effect of Data Structures on the Efficiency of Collaborative Filtering Systems.
Proceedings of the 4th Spanish Conference on Information Retrieval, 2016
2015
Tiny Trans. Comput. Sci., 2015
Tiny Trans. Comput. Sci., 2015
Proceedings of the International Workshop on Social Personalisation & Search, 2015
Proceedings of the 9th ACM Conference on Recommender Systems, 2015
2014
Neighbor Selection and Weighting in User-Based Collaborative Filtering: A Performance Prediction Approach.
ACM Trans. Web, 2014
Report on the workshop on reproducibility and replication in recommender systems evaluation (RepSys).
SIGIR Forum, 2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Better Contextual Suggestions in ClueWeb12 Using Domain Knowledge Inferred from The Open Web.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014
Proceedings of the 6th Workshop on Recommender Systems and the Social Web (RSWeb 2014) co-located with the 8th ACM Conference on Recommender Systems (RecSys 2014), 2014
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
REDD 2014 - international workshop on recommender systems evaluation: dimensions and design.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Proceedings of the Advances in Information Retrieval, 2014
Challenges on Combining Open Web and Dataset Evaluation Results: The Case of the Contextual Suggestion Track.
Proceedings of the Advances in Information Retrieval, 2014
Proceedings of the Computer Supported Cooperative Work, 2014
2013
ACM Trans. Intell. Syst. Technol., 2013
Tiny Trans. Comput. Sci., 2013
Inf. Sci., 2013
Inf. Process. Manag., 2013
Proceedings of the Late-Breaking Results, 2013
Proceedings of the Late-Breaking Results, 2013
CWI and TU Delft Notebook TREC 2013: Contextual Suggestion, Federated Web Search, KBA, and Web Tracks.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013
Improving memory-based collaborative filtering by neighbour selection based on user preference overlap.
Proceedings of the Open research Areas in Information Retrieval, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Workshop on reproducibility and replication in recommender systems evaluation: RepSys.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013
Proceedings of the International Conference on the Theory of Information Retrieval, 2013
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, 2013
Proceedings of the Data Warehousing and Knowledge Discovery, 2013
Proceedings of the 2013 workshop on Living labs for information retrieval evaluation, 2013
Time-Aware Evaluation of Methods for Identifying Active Household Members in Recommender Systems.
Proceedings of the Advances in Artificial Intelligence, 2013
2012
Using graph partitioning techniques for neighbour selection in user-based collaborative filtering.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
An Enhanced Semantic Layer for Hybrid Recommender Systems: Application to News Recommendation.
Int. J. Semantic Web Inf. Syst., 2011
Proceedings of the Advances in User Modeling, 2011
Proceedings of the User Modeling, Adaption and Personalization, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Predicting the Performance of Recommender Systems: An Information Theoretic Approach.
Proceedings of the Advances in Information Retrieval Theory, 2011
Proceedings of the E-Commerce and Web Technologies - 12th International Conference, 2011
Proceedings of the Advances in Information Retrieval, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2010
Proceedings of the Advances in Information Retrieval, 2010
Discerning Relevant Model Features in a Content-based Collaborative Recommender System.
Proceedings of the Preference Learning., 2010
2009
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009
2008
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008