Sidney Araujo Melo

According to our database, Sidney Araujo Melo authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

Using provenance and replay for qualitative analysis of gameplay sessions.

Leonardo Thurler, Sidney Araujo Melo, Leonardo Murta, Troy C. Kohwalter, Esteban Clua

Entertain. Comput., 2025

Game provenance graph-based representation learning vs metrics-based machine learning: An empirical comparison on predictive game analytics tasks.

Sidney Araujo Melo, Leonardo Thurler, Aline Paes, Esteban Clua

Entertain. Comput., 2025

2024

Using provenance data and imitation learning to train human-like bots.

Lauro Victor Ramos Cavadas, Sidney Araujo Melo, Troy Costa Kohwalter, Esteban Clua

Entertain. Comput., January, 2024

2023

Encoding feature set information in heterogeneous graph neural networks for game provenance.

Sidney Araujo Melo, Luís Fernando Bicalho, Leonardo Camacho de Oliveira Joia, Jose Ricardo da Silva Junior, Esteban Clua, Aline Paes

Appl. Intell., December, 2023

Prov-Replay: A Qualitative Analysis Framework for Gameplay Sessions Using Provenance and Replay.

Leonardo Thurler, Sidney Araujo Melo, Esteban Clua, Troy C. Kohwalter

Proceedings of the Entertainment Computing - ICEC 2023, 2023

2022

Training human-like bots with Imitation Learning based on provenance data.

Lauro Victor Ramos Cavadas, Esteban Clua, Troy Costa Kohwalter, Sidney Araujo Melo

Proceedings of the 21st Brazilian Symposium on Computer Games and Digital Entertainment, 2022

2020

Player Behavior Profiling through Provenance Graphs and Representation Learning.

Sidney Araujo Melo, Troy C. Kohwalter, Esteban Clua, Aline Paes, Leonardo Murta

Proceedings of the FDG '20: International Conference on the Foundations of Digital Games, 2020

2019

Detecting long-range cause-effect relationships in game provenance graphs with graph-based representation learning.

Sidney Araujo Melo, Aline Paes, Esteban Walter Gonzalez Clua, Troy Costa Kohwalter, Leonardo Gresta Paulino Murta

Entertain. Comput., 2019