Should I follow the crowd? A probabilistic analysis of the effectiveness of popularity in recommender systems R Cañamares, P Castells The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 157 | 2018 |
Offline evaluation options for recommender systems R Cañamares, P Castells, A Moffat Information Retrieval Journal 23 (4), 387-410, 2020 | 84 | 2020 |
On target item sampling in offline recommender system evaluation R Cañamares, P Castells Proceedings of the 14th ACM Conference on Recommender Systems, 259-268, 2020 | 46 | 2020 |
A probabilistic reformulation of memory-based collaborative filtering: Implications on popularity biases R Cañamares, P Castells Proceedings of the 40th international ACM SIGIR conference on research and …, 2017 | 43 | 2017 |
Multi-armed recommender system bandit ensembles R Cañamares, M Redondo, P Castells Proceedings of the 13th ACM Conference on Recommender Systems, 432-436, 2019 | 33 | 2019 |
Popularity bias in false-positive metrics for recommender systems evaluation E Mena-Maldonado, R Cañamares, P Castells, Y Ren, M Sanderson ACM Transactions on Information Systems (TOIS) 39 (3), 1-43, 2021 | 22 | 2021 |
Agreement and disagreement between true and false-positive metrics in recommender systems evaluation E Mena-Maldonado, R Cañamares, P Castells, Y Ren, M Sanderson Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 19 | 2020 |
Exploring Social Network Effects on Popularity Biases in Recommender Systems. R Cañamares, P Castells RSWeb@ RecSys, 2014 | 13 | 2014 |
Characterization of fair experiments for recommender system evaluation: A formal analysis P Castells, R Cañamares Proc. of the Workshop on Offline Evaluation for Recommender Systems (REVEAL …, 2018 | 10 | 2018 |
From the PRP to the Low Prior Discovery Recall Principle for Recommender Systems R Cañamares, P Castells The 41st International ACM SIGIR Conference on Research & Development in …, 2018 | 4 | 2018 |
Characterization of fair experiments for recommender system evaluation: A formal analysis R Cañamares, P Castells RecSys wrkshop on offline evaluation of recommender systems (REVEAL), 2018 | 3 | 2018 |
On the Optimal Non-Personalized Recommendation: From the PRP to the Discovery False Negative Principle R Cañamares, P Castells ACM SIGIR Workshop on Axiomatic Thinking for Information Retrieval and …, 2017 | 3 | 2017 |
An analysis of popularity biases in recommender system evaluation and algorithms R Cañamares Pérez | 2* | 2019 |
Evaluación de la popularidad en los sistemas de recomendación R Cañamares Pérez | | 2016 |
Descubrimiento y propagación de información y preferencias en redes sociales y entornos de recomendación R Cañamares Pérez | | 2014 |