David B. F. Oliveira

14 papers A 1B 2Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring the Use of Clustering Algorithms and LLMs to Identify Programming Strategies.
Revista Brasileira de Informática na Educ.
Rafaela Melo, Tiago Souza, Fernanda Pires, Elaine Harada T. de Oliveira, Leandro S. G. Carvalho, Marcela Pessoa, David B. F. Oliveira
2024 J jnl
A Journey to Identify Users' Classification Strategies to Customize Game-Based and Gamified Learning Environments.
IEEE Trans. Learn. Technol.
Marcela Pessoa, Márcia Lima, Fernanda Pires, Gabriel Haydar, Rafaela Melo, Luiz A. L. Rodrigues, David B. F. Oliveira, Elaine Harada T. de Oliveira, Leandro Galvão, Bruno Gadelha, Seiji Isotani, Isabela Gasparini, Tayana Conte
2023 B conf
Evaluation of a Hybrid AI-Human Recommender for CS1 Instructors in a Real Educational Scenario.
EC-TEL
Filipe Dwan Pereira, Elaine H. T. Oliveira, Luiz A. L. Rodrigues, Luciano de Souza Cabral, David B. F. Oliveira, Leandro S. G. Carvalho, Dragan Gasevic, Alexandra I. Cristea, Diego Dermeval, Rafael Ferreira Mello
2023 J jnl
Learning Analytics in Introductory Programming Courses: A Showcase from the Federal University of Amazonas.
Revista Brasileira de Informática na Educ.
Flávio José Mendes Coelho, Elaine H. T. Oliveira, Filipe D. Pereira, David B. F. Oliveira, Leandro S. G. Carvalho, Eduardo James Pereira Souto, Marcela Pessoa, Rafaela Melo, Marcos A. P. Lima, Fabíola G. Nakamura
2023 J jnl
Toward Human-AI Collaboration: A Recommender System to Support CS1 Instructors to Select Problems for Assignments and Exams.
IEEE Trans. Learn. Technol.
Filipe Dwan Pereira, Luiz A. L. Rodrigues, Marcelo Henrique Oliveira Henklain, Hermino B. F. Junior, David B. F. Oliveira, Alexandra I. Cristea, Leandro S. G. Carvalho, Seiji Isotani, Aileen Benedict, Mohsen Dorodchi, Elaine Harada Teixeira de Oliveira
2023 J jnl
Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges.
IEEE Access
Filipe Dwan Pereira, Samuel C. Fonseca, Sandra Wiktor, David B. F. Oliveira, Alexandra I. Cristea, Aileen Benedict, Mohammadali Fallahian, Mohsen Dorodchi, Leandro S. G. Carvalho, Rafael Ferreira Mello, Elaine H. T. Oliveira
2022 J jnl
Are They Learning or Playing? Moderator Conditions of Gamification's Success in Programming Classrooms.
ACM Trans. Comput. Educ.
Luiz A. L. Rodrigues, Filipe D. Pereira, Armando M. Toda, Paula T. Palomino, Wilk Oliveira, Marcela Pessoa, Leandro S. G. Carvalho, David B. F. Oliveira, Elaine Harada T. de Oliveira, Alexandra I. Cristea, Seiji Isotani
2022 — conf
GARFIELD: A Recommender System to Personalize Gamified Learning.
AIED (1)
Luiz A. L. Rodrigues, Armando M. Toda, Filipe D. Pereira, Paula T. Palomino, Ana C. T. Klock, Marcela Pessoa, David B. F. Oliveira, Isabela Gasparini, Elaine H. T. Oliveira, Alexandra I. Cristea, Seiji Isotani
2021 B conf
A Recommender System Based on Effort: Towards Minimising Negative Affects and Maximising Achievement in CS1 Learning.
ITS
Filipe D. Pereira, Hermino B. F. Junior, Luiz Rodriguez, Armando M. Toda, Elaine H. T. Oliveira, Alexandra I. Cristea, David B. F. Oliveira, Leandro S. G. Carvalho, Samuel C. Fonseca, Ahmed Alamri, Seiji Isotani
2021 J jnl
Explaining Individual and Collective Programming Students' Behavior by Interpreting a Black-Box Predictive Model.
IEEE Access
Filipe Dwan Pereira, Samuel C. Fonseca, Elaine H. T. Oliveira, Alexandra I. Cristea, Henrik Bellhäuser, Luiz A. L. Rodrigues, David B. F. Oliveira, Seiji Isotani, Leandro S. G. Carvalho
2021 A conf
Towards a Human-AI Hybrid System for Categorising Programming Problems.
SIGCSE
Filipe Dwan Pereira, Francisco Pires, Samuel C. Fonseca, Elaine H. T. Oliveira, Leandro S. G. Carvalho, David B. F. Oliveira, Alexandra I. Cristea
2021 J jnl
Uso de atributos de código para classificar a dificuldade de questões de programação em juízes online.
Revista Brasileira de Informática na Educ.
Marcos A. P. Lima, Leandro S. G. Carvalho, Elaine Harada T. de Oliveira, David B. F. Oliveira, Filipe D. Pereira
2020 J jnl
Deep learning for early performance prediction of introductory programming students: a comparative and explanatory study.
Revista Brasileira de Informática na Educ.
Filipe Dwan Pereira, Samuel C. Fonseca, Elaine H. T. Oliveira, David B. F. Oliveira, Alexandra I. Cristea, Leandro S. G. Carvalho
2020 J jnl
Using learning analytics in the Amazonas: understanding students' behaviour in introductory programming.
Br. J. Educ. Technol.
Filipe D. Pereira, Elaine H. T. Oliveira, David B. F. Oliveira, Alexandra I. Cristea, Leandro S. G. Carvalho, Samuel C. Fonseca, Armando Maciel Toda, Seiji Isotani