| Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions N Silva, H Werneck, T Silva, ACM Pereira, L Rocha Expert Systems with Applications 197, 116669, 2022 | 82 | 2022 |
| The Pure Cold-Start Problem: A deep study about how to conquer first-time users in recommendations domains N Silva, D Carvalho, ACM Pereira, F Mourão, L Rocha Information Systems 80, 1-12, 2019 | 62 | 2019 |
| A Survey on Point-of-Interest Recommendation in Location-based Social Networks H Werneck, N Silva, MC Viana, F Mourão, ACM Pereira, L Rocha Proceedings of the Brazilian Symposium on Multimedia and the Web, 185-192, 2020 | 34 | 2020 |
| Points of Interest recommendations: Methods, evaluation, and future directions H Werneck, N Silva, M Viana, ACM Pereira, F Mourão, L Rocha Information Systems 101, 101789, 2021 | 27 | 2021 |
| User cold-start problem in Multi-Armed Bandits: when the first recommendations guide the user’s experience N Silva, T Silva, H Werneck, L Rocha, A Pereira ACM Transactions on Recommender Systems 1 (1), 1-24, 2023 | 16 | 2023 |
| Effective and diverse POI recommendations through complementary diversification models H Werneck, R Santos, N Silva, ACM Pereira, F Mourão, L Rocha Expert Systems with Applications 175, 114775, 2021 | 14 | 2021 |
| iRec: An Interactive Recommendation Framework T Silva, N Silva, H Werneck, C Mito, ACM Pereira, L Rocha Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 12 | 2022 |
| A reproducible POI recommendation framework: Works mapping and benchmark evaluation H Werneck, N Silva, A Pereira, M Carvalho, A Bellogín, J Martinez-Gil, ... Information Systems 108, 102019, 2022 | 9 | 2022 |
| The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning T Silva, N Silva, H Werneck, ACM Pereira, L Rocha Proceedings of the Brazilian Symposium on Multimedia and the Web, 173-180, 2020 | 8 | 2020 |
| Geographic-categorical diversification in POI recommendations R Carvalho, N Silva, L Chaves, A Pereira, L Rocha Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 349-356, 2019 | 8 | 2019 |
| A contextual approach to improve the user's experience in interactive recommendation systems N Silva, H Werneck, T Silva, ACM Pereira, L Rocha Proceedings of the Brazilian Symposium on Multimedia and the Web, 89-96, 2021 | 7 | 2021 |
| Understanding Users-Contents Interaction in Non-Linear Multimedia Streaming Services D Carvalho, N Silva, A Cardoso, E Fazzion, A Pereira, L Rocha Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 229-232, 2018 | 5 | 2018 |
| Evaluating Different Strategies to Mitigate the Ramp-up Problem in Recommendation Domains N Silva, D Carvalho, A Pereira, F Mourão, L Rocha Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 333-340, 2017 | 5 | 2017 |
| A systematic mapping on POI recommendation: directions, contributions and limitations of recent studies H Werneck, N Silva, M Carvalho, AC Pereira, F Mourão, L Rocha Information Systems 101 (10), 101789-101803, 2021 | 4 | 2021 |
| Exploiting the user activity-level to improve the models' accuracy in point-of-interest recommender systems L Chaves, N Silva, R Carvalho, A Pereira, L Rocha Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 341-348, 2019 | 4 | 2019 |
| Interactive POI Recommendation: applying a Multi-Armed Bandit framework to characterise and create new models for this scenario T Silva, N Silva, C Mito, ACM Pereira, L Rocha Proceedings of the Brazilian Symposium on Multimedia and the Web, 211-221, 2022 | 3 | 2022 |
| A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domains D Carvalho, N Silva, T Trotta, ACM Pereira, F Mourão, L Rocha 2019 IEEE Congress on Evolutionary Computation (CEC), 2183-2190, 2019 | 3 | 2019 |
| Non-personalized movie recommendation by maximum k-coverage N Silva, D Carvalho, ACM Pereira, F Mourão, L Rocha Journal of Information and Data Management 8 (2), 102-102, 2017 | 3 | 2017 |
| A Survey on Review-Aware Recommendation Systems G Bittencourt, G Fonseca, Y Andrade, NC Silva, L Rocha Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 198-207, 2023 | 2 | 2023 |
| Exploring Scenarios of Uncertainty about the Users' Preferences in Interactive Recommendation Systems N Silva, T Silva, H Hott, Y Ribeiro, A Pereira, L Rocha Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 2 | 2023 |
Leonardo Chaves Dutra da RochaProfessor of Computer Science, Federal University of São João Del ReiCorreu electrònic verificat a ufsj.edu.br