Nícollas Silva

According to our database, Nícollas Silva authored at least 31 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Nícollas Silva, Thiago Silva, Heitor Werneck, Leonardo Rocha, Adriano C. M. Pereira

Trans. Recomm. Syst., March, 2023

A Survey on Review - Aware Recommendation Systems.

Guilherme Bittencourt, Guilherme Fonseca, Yan Andrade, Nícollas Silva, Leonardo Rocha

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

A Complete Framework for Offline and Counterfactual Evaluations of Interactive Recommendation Systems.

Yan Andrade, Nícollas Silva, Thiago Silva, Adriano C. M. Pereira, Diego Roberto Colombo Dias, Elisa Tuler de Albergaria, Leonardo Rocha

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

Exploring Scenarios of Uncertainty about the Users' Preferences in Interactive Recommendation Systems.

Nícollas Silva, Thiago Silva, Henrique Hott, Yan Ribeiro, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Integrating Counterfactual Evaluations into Traditional Interactive Recommendation Frameworks.

Yan Andrade, Nícollas Campos Silva, Adriano C. M. Pereira, Elisa Tuler, Cleverson Vieira, Marcelo de Paiva Guimarães, Diego Dias, Leonardo Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

2022

A reproducible POI recommendation framework: Works mapping and benchmark evaluation.

Heitor Werneck, Nícollas Silva, Adriano C. M. Pereira, Matheus Carvalho Viana, Alejandro Bellogín, Jorge Martínez Gil, Fernando Mourão, Leonardo Rocha

Inf. Syst., 2022

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

Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha

Expert Syst. Appl., 2022

Introducing Contextual Information in an Ensemble Recommendation System for Fashion Domains.

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

Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022

Interactive POI Recommendation: applying a Multi-Armed Bandit framework to characterise and create new models for this scenario.

Thiago Silva, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the WebMedia '22: Brazilian Symposium on Multimedia and Web, Curitiba, Brazil, November 7, 2022

iRec: An Interactive Recommendation Framework.

Thiago Silva, Nícollas Silva, Heitor Werneck, Carlos Mito, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

A Stacking Recommender System Based on Contextual Information for Fashion Retails.

Heitor Werneck, Nícollas Silva, Carlos Mito, Adriano C. M. Pereira, Elisa Tuler, Diego Dias, Leonardo Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

2021

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

Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

Inf. Syst., 2021

Effective and diverse POI recommendations through complementary diversification models.

Heitor Werneck, Rodrigo Santos, Nícollas Silva, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

Expert Syst. Appl., 2021

A contextual approach to improve the user's experience in interactive recommendation systems.

Nícollas Silva, Heitor Werneck, Thiago Silva, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

2020

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

Heitor Werneck, Nícollas Silva, Matheus Carvalho Viana, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

Combining complementary diversification models for personalized POI recommendations.

Heitor Werneck, Nícollas Silva, Fernando Mourão, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

The impact of first recommendations based on exploration or exploitation approaches in recommender systems' learning.

Thiago Silva, Nícollas Silva, Heitor Werneck, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the WebMedia '20: Brazillian Symposium on Multimedia and the Web, São Luís, Brazil, November 30, 2020

An Evaluation of Low-Quality Content Detection Strategies: Which Attributes Are Still Relevant, Which Are Not?

Júlio Resende, Vinicius H. S. Durelli, Igor Campos Moraes, Nícollas Silva, Diego Roberto Colombo Dias, Leonardo Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

How to Improve the Recommendation's Accuracy in POI Domains?

Luiz Chaves, Nícollas Silva, Rodrigo Carvalho, Adriano C. M. Pereira, Diego Roberto Colombo Dias, Leonardo Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019

The Pure Cold-Start Problem: A deep study about how to conquer first-time users in recommendations domains.

Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

Inf. Syst., 2019

Exploiting the user activity-level to improve the models' accuracy in point-of-interest recommender systems.

Luiz Chaves, Nícollas Silva, Rodrigo Carvalho, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Geographic-categorical diversification in POI recommendations.

Rodrigo Carvalho, Nícollas Silva, Luiz Chaves, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

A data exploratory methodology to understand the users' interactions in nonlinear web multimedia services.

Diego Carvalho, Nícollas Silva, Alan Cardoso, Elverton C. Fazzion, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

How to Compose Product Pages to Enhance the New Users' Interest in the Item Catalog?

Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

Proceedings of the Computational Science - ICCS 2019, 2019

Efficient Parallel Associative Classification Based on Rules Memoization.

Michel Pires, Nícollas Silva, Leonardo Rocha, Wagner Meira Jr., Renato Ferreira

Proceedings of the Computational Science - ICCS 2019, 2019

A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domains.

Diego Carvalho, Nícollas Silva, Tiago Trotta, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Understanding Users-Contents Interaction in Non-Linear Multimedia Streaming Services.

Diego Carvalho, Nícollas Silva, Alan Cardoso, Elverton C. Fazzion, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the 24th Brazilian Symposium on Multimedia and the Web, 2018

FAiR: A Framework for Analyses and Evaluations on Recommender Systems.

Diego Carvalho, Nícollas Silva, Thiago Silveira, Fernando Mourão, Adriano C. M. Pereira, Diego Dias, Leonardo Rocha

Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

2017

Non-personalized Movie Recommendation by Maximum k-Coverage.

Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

J. Inf. Data Manag., 2017

Evaluating Different Strategies to Mitigate the Ramp-up Problem in Recommendation Domains.

Nícollas Silva, Diego Carvalho, Adriano C. M. Pereira, Fernando Mourão, Leonardo Rocha

Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Characterizing User Behavior and Items in Multimedia Streaming Services.

Diego Carvalho, Nícollas Silva, Adriano C. M. Pereira, Leonardo Rocha

Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017