Elliot: A comprehensive and rigorous framework for reproducible recommender systems evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Proceedings of the 44th international ACM SIGIR conference on research and …, 2021 | 115 | 2021 |
FedeRank: User Controlled Feedback with Federated Recommender Systems VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Advances in Information Retrieval - 43rd European Conference on IR Research …, 2021 | 52 | 2021 |
Towards Effective Device-Aware Federated Learning VW Anelli, Y Deldjoo, T Di Noia, A Ferrara AI*IA 2019 – Advances in Artificial Intelligence. AI*IA 2019. Lecture Notes …, 2019 | 41 | 2019 |
How to put users in control of their data in federated top-n recommendation with learning to rank VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Proceedings of the 36th Annual ACM Symposium on Applied Computing, 1359-1362, 2021 | 33 | 2021 |
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs VW Anelli, T Di Noia, E Di Sciascio, A Ferrara, ACM Mancino Fifteenth ACM Conference on Recommender Systems, 154-165, 2021 | 32 | 2021 |
Pursuing privacy in recommender systems: the view of users and researchers from regulations to applications VW Anelli, L Belli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci, C Pomo Proceedings of the 15th ACM Conference on Recommender Systems, 838-841, 2021 | 15 | 2021 |
V-elliot: Design, evaluate and tune visual recommender systems VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... Proceedings of the 15th ACM Conference on Recommender Systems, 768-771, 2021 | 14 | 2021 |
User-controlled federated matrix factorization for recommender systems VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Journal of Intelligent Information Systems 58 (2), 287-309, 2022 | 11 | 2022 |
Kgflex: Efficient recommendation with sparse feature factorization and knowledge graphs A Ferrara, VW Anelli, ACM Mancino, T Di Noia, E Di Sciascio ACM Transactions on Recommender Systems 1 (4), 1-30, 2023 | 9 | 2023 |
How Neighborhood Exploration influences Novelty and Diversity in Graph Collaborative Filtering. VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, A Ferrara, D Malitesta, ... MORS@ RecSys 3268, 2022 | 8 | 2022 |
Prioritized multi-criteria federated learning VW Anelli, Y Deldjoo, T Di Noia, A Ferrara Intelligenza Artificiale 14 (2), 183-200, 2020 | 8 | 2020 |
Fourth knowledge-aware and conversational recommender systems workshop (kars) VW Anelli, P Basile, G De Melo, FM Donini, A Ferrara, C Musto, ... Proceedings of the 16th ACM Conference on Recommender Systems, 663-666, 2022 | 7 | 2022 |
Reshaping Graph Recommendation with Edge Graph Collaborative Filtering and Customer Reviews. VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, A Ferrara, D Malitesta, ... DL4SR@ CIKM, 2022 | 7 | 2022 |
Policy advice and best practices on bias and fairness in AI JM Alvarez, AB Colmenarejo, A Elobaid, S Fabbrizzi, M Fahimi, A Ferrara, ... Ethics and Information Technology 26 (2), 31, 2024 | 4 | 2024 |
KGTORe: tailored recommendations through knowledge-aware GNN models ACM Mancino, A Ferrara, S Bufi, D Malitesta, T Di Noia, E Di Sciascio Proceedings of the 17th ACM Conference on Recommender Systems, 576-587, 2023 | 4 | 2023 |
An out-of-the-box application for reproducible graph collaborative filtering extending the elliot framework D Malitesta, C Pomo, VW Anelli, T Di Noia, A Ferrara Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation …, 2023 | 2 | 2023 |
Federated Recommender Systems with Learning to Rank. VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci SEBD, 71-82, 2021 | 2 | 2021 |
A Multidisciplinary Lens of Bias in Hate Speech P Reyero Lobo, J Kwarteng, M Russo, M Fahimi, K Scott, A Ferrara, I Sen, ... Proceedings of the International Conference on Advances in Social Networks …, 2023 | 1 | 2023 |
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS) VW Anelli, P Basile, G De Melo, FM Donini, A Ferrara, C Musto, ... Proceedings of the 17th ACM Conference on Recommender Systems, 1259-1262, 2023 | 1 | 2023 |
Beyond Demographic Parity: Redefining Equal Treatment C Mougan, L State, A Ferrara, S Ruggieri, S Staab arXiv preprint arXiv:2303.08040, 2023 | 1 | 2023 |