Heitor Werneck

Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions

Nícollas Silva, Heitor Werneck, Thiago Silva et al. · Expert Systems with Applications · 2022 · 77 citations

Contextual Bandit, Group Recommenders, Engineering +8

A Survey on Point-of-Interest Recommendation in Location-based Social Networks

Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana et al. · 2020 · 52 citations

Engineering, Location-aware Social Medium, Localization +17

Points of Interest recommendations: Methods, evaluation, and future directions

Heitor Werneck, Nícollas Silva, Matheus P. Viana et al. · Information Systems · 2021 · 32 citations

Group Recommenders, Information Retrieval, Predictive Analytics +5

Effective and diverse POI recommendations through complementary diversification models

Heitor Werneck, Rodrigo Meireles dos Santos, Nícollas Silva et al. · Expert Systems with Applications · 2021 · 17 citations

Group Recommenders, Engineering, Information Retrieval +6

User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User’s Experience

Nícollas Silva, Thiago Silva, Heitor Werneck et al. · ACM Transactions on Recommender Systems · 2022 · 14 citations

Artificial Intelligence, Engineering, Machine Learning +21