Rocío Cañamares

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 8

Top Topics

Matrix Factorization

Recommender Systems

Collaborative Filtering

Network Effects

Top Venues

ACM Trans. Inf. Syst.

Publications

Elisa Mena-Maldonado, Rocío Cañamares, Pablo Castells, Yongli Ren, Mark Sanderson
Popularity Bias in False-positive Metrics for Recommender Systems Evaluation. ACM Trans. Inf. Syst. 39 (3) (2021)
Elisa Mena-Maldonado, Rocío Cañamares, Pablo Castells, Yongli Ren, Mark Sanderson
Agreement and Disagreement between True and False-Positive Metrics in Recommender Systems Evaluation. SIGIR (2020)
Rocío Cañamares, Pablo Castells
On Target Item Sampling in Offline Recommender System Evaluation. RecSys (2020)
Rocío Cañamares, Pablo Castells, Alistair Moffat
Offline evaluation options for recommender systems. Inf. Retr. J. 23 (4) (2020)
Rocío Cañamares, Marcos Redondo, Pablo Castells
Multi-armed recommender system bandit ensembles. RecSys (2019)
Rocío Cañamares, Pablo Castells
Should I Follow the Crowd?: A Probabilistic Analysis of the Effectiveness of Popularity in Recommender Systems. SIGIR (2018)
Rocío Cañamares, Pablo Castells
From the PRP to the Low Prior Discovery Recall Principle for Recommender Systems. SIGIR (2018)
Rocío Cañamares, Pablo Castells
A Probabilistic Reformulation of Memory-Based Collaborative Filtering: Implications on Popularity Biases. SIGIR (2017)
Rocío Cañamares, Pablo Castells
Exploring Social Network Effects on Popularity Biases in Recommender Systems. RSWeb@RecSys (2014)