Using learning analytics in the Amazonas understanding students’ behaviour in introductory programming
Filipe D Pereira Elaine Harada Teixeira de Oliveira; David B. F Oliveira; Alexandra I Cristea; Leandro Carvalho; Samuel C Fonseca; Armando Maciel Toda; Seiji Isotani
British Journal of Educational Technology Chichester : Wiley-Blackwell, 2020 v. 51, n. 4, p. 955-972, 2020
SAGE a dataset for smart adaptive gamified education
Armando Maciel Toda Luiz Antonio Lima Rodrigues; Paula Toledo Palomino; Ana Carolina Tomé Klock; Filipe Dwan Pereira; Elaine Harada Teixeira de Oliveira; Isabela Gasparini; Seiji Isotani; Alexandra Ioana Cristea; Congresso Brasileiro de Informática na Educação - CBIE (12. 2023 Passo Fundo); Simpósio Brasileiro de Informática na Educação - SBIE (34. 2023 Passo Fundo)
Can we use gamification to predict students’ performance? a case study supported by an online judge
Filipe D Pereira Armando Maciel Toda; Elaine Harada Teixeira de Oliveira; Alexandra I Cristea; Seiji Isotani; Dion Laranjeira; Adriano Almeida; Jonas Mendonça; International Conference on Intelligent Tutoring Systems - ITS (16. 2020 Athens)
Proceedings of Lecture Notes in Computer Science Cham : Springer v. 12149, p. 259-269, 2020
GARFIELD a recommender system to personalize gamified learning
Luiz Antonio Lima Rodrigues Armando Maciel Toda; Filipe Dwan Pereira; Paula Toledo Palomino; Ana Carolina Tomé Klock; Marcela Sávia Picanço Pessoa; David de Oliveira; Isabela Gasparini; Elaine Harada Teixeira de Oliveira; Alexandra Ioana Cristea; Seiji Isotani; International Conference on Artificial Intelligence in Education - AIED (23. 2022 Durham, UK)
Lecture Notes in Computer Science Cham : Springer v. 13355, p. 666-672, 2022
A recommender system based on effort towards minimising negative affects and maximising achievement in CS1 learning
Filipe Dwan Pereira Hermino Barbosa de Freitas Junior; Luiz Carlos Estraviz Rodriguez; Armando Maciel Toda; Elaine Harada Teixeira de Oliveira; Alexandra Ioana Cristea; David B. F Oliveira; Leandro S. G Carvalho; Samuel C Fonseca; Ahmed Alamri; Seiji Isotani; International Conference on Intelligent Tutoring Systems - ITS (17. 2021 Virtual Event)
Lecture Notes in Computer Science Cham : Springer v. 12677, p. 466-480, 2021
Explaining individual and collective programming students' behavior by interpreting a black-box predictive model
Filipe Dwan Pereira Samuel C Fonseca; Elaine Harada Teixeira de Oliveira; Alexandra Ioana Cristea; Henrik Bellhäuser; Luiz Antonio Lima Rodrigues; David B. F Oliveira; Seiji Isotani; Leandro S. Galvão Carvalho
IEEE Access Piscataway v. 9, p. 117097-117119, 2021