Data pre-processing and data generation in the student flow case study

Cavique, Luís; Pombinho, Paulo; Tallón Ballesteros, Antonio J.; Correia, Luís

http://hdl.handle.net/10400.2/10184

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Autores

Cavique, Luís

Pombinho, Paulo

Tallón Ballesteros, Antonio J.

Correia, Luís

Resumo(s)

Education covers a range of sectors from kindergarten to higher education. In the education system, each grade has three possible outcomes: dropout, retention and pass to the next grade. In this work, we study the data from the Department of Statistics of Education and Science (DGEEC) of the Education Ministry. DGEEC maintains those outcomes for each school year, therefore, this study seeks a longitudinal view based on student flow. The document reports the data pre-processing, a stochastic model based on the pre-processed data and a data generation process that uses the previous model.

Palavras-chave

Data pre-processing Data generation Student flow Stochastic model

URI

http://hdl.handle.net/10400.2/10184

Projetos de investigação

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Editora

Lecture Notes in Computer Science - Springer

DOI

10.1007/978-3-030-62365-4_4

Coleções

Ciências e Tecnologia | Comunicações em congressos, conferências, seminários/Communications in congresses, conferences, seminars

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