Collaborative Filtering
| Jesús Bobadilla, Abraham Gutiérrez (In Press). "Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets", International Journal of Interactive Multimedia and Artificial Intelligence, vol. In press, issue In press, no. In press, pp. 1-10. https://doi.org/10.9781/ijimai.2023.10.002 |
| Jesús Bobadilla, Jorge Dueñas-Lerín, Fernando Ortega, Abraham Gutiérrez (2024). "Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 8, issue Regular Issue, no. 6, pp. 15-23. https://doi.org/10.9781/ijimai.2023.04.008 |
| Diego Medel, Carina González-González, Silvana V. Aciar (2022). "Social Relations and Methods in Recommender Systems: A Systematic Review", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 7, issue Regular Issue, no. 4, pp. 7-17. https://doi.org/10.9781/ijimai.2021.12.004 |
| Jesús Bobadilla, Raúl Lara-Cabrera, Ángel González-Prieto, Fernando Ortega (2021). "DeepFair: Deep Learning for Improving Fairness in Recommender Systems", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 6, issue Regular Issue, no. 6, pp. 86-94. https://doi.org/10.9781/ijimai.2020.11.001 |
| Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Santiago Alonso (2020). "Classification-based Deep Neural Network Architecture for Collaborative Filtering Recommender Systems", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 6, issue Special Issue on Soft Computing, no. 1, pp. 68-77. https://doi.org/10.9781/ijimai.2020.02.006 |
| Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Remigio Hurtado (2020). "A Collaborative Filtering Probabilistic Approach for Recommendation to Large Homogeneous and Automatically Detected Groups", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 6, issue Regular Issue, no. 2, pp. 11. https://doi.org/10.9781/ijimai.2020.03.002 |
| Noria Taghezout, Fatima Zohra Benkaddour, Fatima Zahra Kaddour-Ahmed, Ilyes-Ahmed Hammadi (2018). "An Adapted Approach for User Profiling in a Recommendation System: Application to Industrial Diagnosis", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 5, issue Regular Issue, no. 3, pp. 118-130. https://doi.org/10.9781/ijimai.2018.06.003 |
| Héctor Cordobés, Antonio Fernández Anta, Luis Chiroque, Fernando Pérez, Agustín Santos, Rafael García Leiva, Philippe Morere, Lorenzo Ornella (2015). "Empirical Comparison of Graph-based Recommendation Engines for an Apps Ecosystem", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 3, issue Special Issue on Digital Economy, no. 2, pp. 33-39. https://doi.org/10.9781/ijimai.2015.324 |