Educational Data Mining with Learning Analytics and Unsupervised Algorithms: Analysis and Diagnosis in Basic Education

Author:

Torcate Arianne Sarmento1,de Oliveira Rodrigues Cleyton Mario1

Affiliation:

1. University of Pernambuco,Polytechnic School of Pernambuco,Recife,Brazil

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Publisher

IEEE

Reference37 articles.

1. Moving beyond test scores: Analyzing the effectiveness of a digital learning game through learning analytics;nguyen;Proceedings of the 13th International Conference on Educational Data Mining,2020

2. Predição de risco de evasão de alunos usando métodos de aprendizado de máquina em cursos técnicos;bitencourt;Em Anais dos Workshops do Congresso Brasileiro de Informática na Educação,2019

3. Uso de learning analytics sobre dados de simulados para apoio à avaliação da aprendizagem por professores e gestores;portela;RENOTE-Revista Novas Tecnologias na Educação,2020

4. Applying Educational Data Mining to Explore Students’ Learning Patterns in the Flipped Learning Approach for Coding Education

5. Orange Software Usage in Data Mining Classification Method on The Dataset Lenses

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