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Nícollas Silva
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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
502022
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
502019
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
252020
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
172021
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
112021
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
102023
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
92022
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
82022
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
72020
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
72019
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
62021
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
52018
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
42021
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
42017
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
32019
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
32017
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
22022
Combining complementary diversification models for personalized POI recommendations
H Werneck, N Silva, F Mourão, ACM Pereira, L Rocha
Proceedings of the Brazilian Symposium on Multimedia and the Web, 209-212, 2020
22020
Efficient Parallel Associative Classification Based on Rules Memoization
M Pires, N Silva, L Rocha, W Meira, R Ferreira
Computational Science–ICCS 2019: 19th International Conference, Faro …, 2019
22019
Sobre as diferenças de aplicaçao entre SVD e PCA: Um estudo pragmático
N Silva, A Neves, L Rocha, F Mourao
Anais do XXXV Congresso da Sociedade Brasileira de Computaç ao, 2015
22015
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