Heitor Werneck

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Future Directions

Contextual Information

Collaborative Filtering Recommendation Algorithm

Recommendation Systems

Top Venues

Expert Syst. Appl.

Publications

Nícollas Silva, Thiago Silva, Heitor Werneck, Leonardo Rocha, Adriano C. M. Pereira
User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience. Trans. Recomm. Syst. 1 (1) (2023)
Thiago Silva, Nícollas Silva, Heitor Werneck, Carlos Mito, Adriano C. M. Pereira, Leonardo Rocha
iRec: An Interactive Recommendation Framework. SIGIR (2022)
Heitor Werneck, Nícollas Campos Silva, Carlos Masao Mito, Adriano César Machado Pereira, Diego Roberto Colombo Dias, Elisa Tuler de Albergaria, Leonardo Chaves Dutra da Rocha
Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains. WebMedia (2022)
Heitor Werneck, Nícollas Silva, Adriano C. M. Pereira, Matheus Carvalho Viana, Alejandro Bellogín, Jorge Martínez Gil, Fernando Mourão, Leonardo Rocha
A reproducible POI recommendation framework: Works mapping and benchmark evaluation. Inf. Syst. 108 (2022)
Heitor Werneck, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira, Elisa Tuler, Diego Dias, Leonardo Rocha
A Stacking Recommender System Based on Contextual Information for Fashion Retails. ICCSA (1) (2022)
Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha
Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions. Expert Syst. Appl. 197 (2022)
Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha
A contextual approach to improve the user's experience in interactive recommendation systems. WebMedia (2021)
Heitor Werneck, Rodrigo Santos, Nícollas Silva, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
Effective and diverse POI recommendations through complementary diversification models. Expert Syst. Appl. 175 (2021)
Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha
Points of Interest recommendations: Methods, evaluation, and future directions. Inf. Syst. 101 (2021)
Thiago Silva, Nícollas Silva, Heitor Werneck, Adriano C. M. Pereira, Leonardo Rocha
The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning. WebMedia (2020)
Heitor Werneck, Nícollas Silva, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha
Combining complementary diversification models for personalized POI recommendations. WebMedia (2020)
Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha
A Survey on Point-of-Interest Recommendation in Location-based Social Networks. WebMedia (2020)