Samuel Cristo da Fonseca

Áreas de atuação

Produções bibliográficas

• 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. . Explaining Individual and Collective Programming Students? Behavior by Interpreting a Black-Box Predictive Model. IEEE Access , v. 9, p. 117097-117119, 2021.

• PEREIRA, FILIPE DWAN ; FONSECA, SAMUEL C. ; OLIVEIRA, ELAINE H. T. ; OLIVEIRA, DAVID B. F. ; CRISTEA, ALEXANDRA I. ; CARVALHO, LEANDRO S. G. . Deep learning for early performance prediction of introductory programming students: a comparative and explanatory study. Revista Brasileira de Informática na Educação (RBIE) , v. 28, p. 723-748, 2020.

• PEREIRA, FILIPE D. ; OLIVEIRA, ELAINE H. T. ; OLIVEIRA, DAVID B. F. ; CRISTEA, ALEXANDRA I. ; CARVALHO, LEANDRO S. G. ; FONSECA, SAMUEL C. ; TODA, ARMANDO ; ISOTANI, SEIJI . Using learning analytics in the Amazonas: understanding students? behaviour in introductory programming. BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY , v. 00, p. 1-18, 2020.

• PEREIRA, FILIPE D. ; Junior, Hermino B. F. ; Rodriguez, Luiz ; TODA, ARMANDO ; OLIVEIRA, ELAINE H. T. ; CRISTEA, ALEXANDRA I. ; OLIVEIRA, DAVID B. F. ; CARVALHO, LEANDRO S. G. ; FONSECA, SAMUEL C. ; Alamri, Ahmed ; ISOTANI, SEIJI . A Recommender System Based on Effort: Towards Minimising Negative Affects and Maximising Achievement in CS1 Learning. Lecture Notes in Computer Science. 1ed.: Springer International Publishing, 2021, v. , p. 466-480.

• PEREIRA, FILIPE DWAN ; PIRES, FRANCISCO ; FONSECA, SAMUEL C. ; OLIVEIRA, ELAINE H. T. ; CARVALHO, LEANDRO S. G. ; OLIVEIRA, DAVID B. F. ; CRISTEA, ALEXANDRA I. . Towards a Human-AI Hybrid System for Categorising Programming Problems. In: SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021, Virtual Event USA. Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. p. 94.

• FONSECA, S. C. ; PEREIRA, F. D. ; OLIVEIRA, E. H. T. ; OLIVEIRA, D. B. F. ; CARVALHO, L. S. G. ; CRISTEA, ALEXANDRA I. . Automatic Subject-based Contextualisation of Programming Assignment Lists. In: Educational Data Mining (EDM), 2020, Ifrane. Proceedings of the 13th International Conference on Educational Data Mining, 2020.

• FONSECA, S. C. ; OLIVEIRA, E. H. T. ; PEREIRA, F. D. ; OLIVEIRA, D. B. F. ; CARVALHO, L. S. G. . Adaptação de um método preditivo para inferir o desempenho de alunos de programação. In: Brazilian Symposium on Computers in Education (Simpósio Brasileiro de Informática na Educação - SBIE), 2019, Brasília. Brazilian Symposium on Computers in Education (Simpósio Brasileiro de Informática na Educação - SBIE), 2019.