Papers by Phillipe Marques
Anais dos Workshops do III Congresso Brasileiro de Informática na Educação (CBIE 2014), 2014
The availability of e-learning courses grows every year in Brazil and the use of e-learning syste... more The availability of e-learning courses grows every year in Brazil and the use of e-learning systems supports increasingly this teaching modality. Due to the large amount of generated and stored data in e-learning systems, lots of information can be withdrawn from this large data set. Such information may assist educators and students in different learning aspects. This article aims to classify the students performance in earlier stages of discipline allowing decisions that might improve student performance. The experiments performed achieved an average accuracy of 73% in performance classification.
Anais dos Workshops do III Congresso Brasileiro de Informática na Educação (CBIE 2014), Nov 3, 2014
The availability of e-learning courses grows every year in Brazil and the use of e-learning syste... more The availability of e-learning courses grows every year in Brazil and the use of e-learning systems supports increasingly this teaching modality. Due to the large amount of generated and stored data in e-learning systems, lots of information can be withdrawn from this large data set. Such information may assist educators and students in different learning aspects. This article aims to classify the students performance in earlier stages of discipline allowing decisions that might improve student performance. The experiments performed achieved an average accuracy of 73% in performance classification.
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Papers by Phillipe Marques