Guilherme Fonseca

According to our database, Guilherme Fonseca authored at least 10 papers between 2019 and 2025.

Collaborative distances:

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

2025

"Are the current topic modeling evaluation metrics enough?" Mitigating the limitations of topic modeling evaluation metrics using a multi-perspective game theoretic approach.

Antônio Pereira, Felipe Viegas, Diego Roberto Colombo Dias, Elisa Tuler, Ana Cláudia Machado, Guilherme Fonseca, Marcos André Gonçalves, Leonardo Rocha

Knowl. Based Syst., 2025

Characterizing YouTube's Role in Online Gambling Promotion: A Case Study of Fortune Tiger in Brazil.

Jessica Costa, Geovana Oliveira, Guilherme Fonseca, Davi Reis, Giancarlo Oliveira Teixeira, Washington Cunha, Leonardo Rocha, Carlos H. G. Ferreira

Proceedings of the 17th ACM Web Science Conference 2025, 2025

Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification.

Guilherme Fonseca, Washington Cunha, Gabriel Prenassi, Marcos André Gonçalves, Leonardo Chaves Dutra da Rocha

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method.

Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Guilherme Fonseca, Ana Machado, Leonardo Rocha, Marcos André Gonçalves

J. Interact. Syst., 2024

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

An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification.

Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha, Marcos André Gonçalves

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

Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis.

Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves

Proceedings of the 38th Brazilian Symposium on Databases, 2023

2022

Repertory Grid Technique in a participatory design of games for older people.

Guilherme Fonseca, Ezequiel Duque, Rômulo B. Silva, Lucila Ishitani

J. Interact. Syst., January, 2022

2021

Desirable characteristics of games for older adults.

Artur Martins Mol, Ezequiel Duque, Guilherme Fonseca, Mônica da Consolação Machado, Lucila Ishitani

Entertain. Comput., 2021

2019

A systematic literature review on user centered design and participatory design with older people.

Ezequiel Duque, Guilherme Fonseca, Heitor Vieira, Gustavo Gontijo, Lucila Ishitani

Proceedings of the 18th Brazilian Symposium on Human Factors in Computing Systems, 2019