Recommendation Systems

In Press
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
2024
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
2023
Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García (2023). "Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 8, issue Regular Issue, no. 2, pp. 202-212. https://doi.org/10.9781/ijimai.2021.12.001
Gerard Deepak, Adithya Vibakar, A. Santhanavijayan (2023). "OntoInfoG++: A Knowledge Fusion Semantic Approach for Infographics Recommendation", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 8, issue Regular Issue, no. 2, pp. 213-223. https://doi.org/10.9781/ijimai.2021.12.005
Min-Ji Seo, Myung-Ho Kim (2023). "Attentive Flexible Translation Embedding in Top-N Sparse Sequential Recommendations", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 8, issue Regular Issue, no. 4, pp. 56-66. https://doi.org/10.9781/ijimai.2022.10.007
2022
Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso, Ángel González-Prieto (2022). "Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 7, issue Regular Issue, no. 4, pp. 18-26. https://doi.org/10.9781/ijimai.2021.08.010
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
Lucía Martín-Gómez, Javier Pérez-Marcos, Rebeca Cordero-Gutiérrez, Daniel H. De La Iglesia (2022). "Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 7, issue Special Issue on New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence, no. 6, pp. 45-53. https://doi.org/10.9781/ijimai.2022.09.002
2021
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
Nawal Sad Houari, Noria Taghezout (2021). "An Effective Tool for the Experts' Recommendation Based on PROMETHEE II and Negotiation: Application to the Industrial Maintenance", International Journal of Interactive Multimedia and Artificial Intelligence, vol. 6, issue Regular Issue, no. 6, pp. 67-77. https://doi.org/10.9781/ijimai.2021.01.002