Samuel C. Fonseca

Using learning analytics in the Amazonas: understanding students’ behaviour in introductory programming

Filipe Dwan Pereira, Elaine Oliveira, David Braga Fernandes de Oliveira et al. · British Journal of Educational Technology · 2020 · 104 citations · Full text

Education, Computer Science, Educational Assessment +17

Explaining Individual and Collective Programming Students’ Behavior by Interpreting a Black-Box Predictive Model

Filipe Dwan Pereira, Samuel C. Fonseca, Elaine Oliveira et al. · IEEE Access · 2021 · 62 citations · Full text

Education, Computer Science, Artificial Intelligence +16

Deep learning for early performance prediction of introductory programming students: a comparative and explanatory study

Filipe Dwan Pereira, Samuel C. Fonseca, Elaine Oliveira et al. · Revista Brasileira de Informática na Educação · 2020 · 35 citations · Full text

Education, Computer Science, Educational Technology +17

Automatic Subject-Based Contextualisation of Programming Assignment Lists.

Samuel C. Fonseca, Filipe Dwan Pereira, Elaine Oliveira et al. · Durham Research Online (Durham University) · 2020 · 23 citations · Full text

Computing, Computer Science, Computer-assisted Instruction +11

Towards a Human-AI Hybrid System for Categorising Programming Problems

Filipe Dwan Pereira, F.M. Andrade Pires, Samuel C. Fonseca et al. · 2021 · 20 citations · Full text

Computing, Computer Science, Educational Technology +13