Toward Human-AI Collaboration: A Recommender System to Support CS1 Instructors to Select Problems for Assignments and Exams
Pereira, Filipe Dwan, Rodrigues, Luiz, Henklain, Marcelo Henrique Oliveira, Freitas, Hermino, Oliveira, David Fernandes, Cristea, Alexandra I., Carvalho, Leandro, Isotani, Seiji, Benedict, Aileen, Dorodchi, Mohsen, de Oliveira, Elaine Harada Teixeira
Published in IEEE Transactions on Learning Technologies (01.06.2023)
Published in IEEE Transactions on Learning Technologies (01.06.2023)
Get full text
Journal Article
Explaining Individual and Collective Programming Students' Behavior by Interpreting a Black-Box Predictive Model
Pereira, Filipe Dwan, Fonseca, Samuel C., Oliveira, Elaine H. T., Cristea, Alexandra I., Bellhauser, Henrik, Rodrigues, Luiz, Oliveira, David B. F., Isotani, Seiji, Carvalho, Leandro S. G.
Published in IEEE access (2021)
Published in IEEE access (2021)
Get full text
Journal Article
Toward Supporting CS1 Instructors and Learners With Fine-Grained Topic Detection in Online Judges
Pereira, Filipe Dwan, Fonseca, Samuel C., Wiktor, Sandra, Oliveira, David B. F., Cristea, Alexandra I., Benedict, Aileen, Fallahian, Mohammadali, Dorodchi, Mohsen, Carvalho, Leandro S. G., Mello, Rafael Ferreira, Oliveira, Elaine H. T.
Published in IEEE access (2023)
Published in IEEE access (2023)
Get full text
Journal Article
Solving the imbalanced data issue: automatic urgency detection for instructor assistance in MOOC discussion forums
Alrajhi, Laila, Alamri, Ahmed, Pereira, Filipe Dwan, Cristea, Alexandra I., Oliveira, Elaine H. T.
Published in User modeling and user-adapted interaction (01.07.2024)
Published in User modeling and user-adapted interaction (01.07.2024)
Get full text
Journal Article
Mathematics intelligent tutoring systems with handwritten input: a scoping review
Rodrigues, Luiz, Pereira, Filipe Dwan, Marinho, Marcelo, Macario, Valmir, Bittencourt, Ig Ibert, Isotani, Seiji, Dermeval, Diego, Mello, Rafael
Published in Education and information technologies (01.06.2024)
Published in Education and information technologies (01.06.2024)
Get full text
Journal Article
The engage taxonomy: SDT-based measurable engagement indicators for MOOCs and their evaluation
Cristea, Alexandra I., Alamri, Ahmed, Alshehri, Mohammed, Pereira, Filipe Dwan, Toda, Armando M., de Oliveira, Elaine Harada T., Stewart, Craig
Published in User modeling and user-adapted interaction (01.04.2024)
Published in User modeling and user-adapted interaction (01.04.2024)
Get full text
Journal Article
Deep learning for early performance prediction of introductory programming students: a comparative and explanatory study
Pereira, Filipe Dwan, Fonseca, Samuel C., Oliveira, Elaine H. T., Oliveira, David B. F., Cristea, Alexandra I., Carvalho, Leandro S. G.
Published in Revista brasileira de informática na educação (12.10.2020)
Published in Revista brasileira de informática na educação (12.10.2020)
Get full text
Journal Article
Complexidade versus dificuldade: Uma análise da sua correlação em questões de programação em juízes on-line
Fernandes, Jackson Celestino, Carvalho, Leandro Silva Galvão de, Oliveira, David Braga Fernandes de, Oliveira, Elaine Harada Teixeira de, Pereira, Filipe Dwan, Lauschner, Tanara
Published in Revista brasileira de informática na educação (16.01.2024)
Published in Revista brasileira de informática na educação (16.01.2024)
Get full text
Journal Article
Education in the age of Generative AI: Context and Recent Developments
Mello, Rafael Ferreira, Freitas, Elyda, Pereira, Filipe Dwan, Cabral, Luciano, Tedesco, Patricia, Ramalho, Geber
Year of Publication 17.08.2023
Year of Publication 17.08.2023
Get full text
Journal Article
Early Performance Prediction for CS1 Course Students using a Combination of Machine Learning and an Evolutionary Algorithm
Pereira, Filipe Dwan, Oliveira, Elaine H. T., Fernandes, David, Cristea, Alexandra
Published in 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT) (01.07.2019)
Published in 2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT) (01.07.2019)
Get full text
Conference Proceeding