Predictive Feature Generation and Selection Using Process Data From PISA Interactive Problem-Solving Items: An Application of Random Forests

The Programme for International Student Assessment (PISA) introduced the measurement of problem-solving skills in the 2012 cycle. The items in this new domain employ scenario-based environments in terms of students interacting with computers. Process data collected from log files are a record of stu...

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Detalles Bibliográficos
Autores principales: Han, Zhuangzhuang, He, Qiwei, von Davier, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Psychology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882413/
https://www.ncbi.nlm.nih.gov/pubmed/31824363
http://dx.doi.org/10.3389/fpsyg.2019.02461

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6882413/
https://www.ncbi.nlm.nih.gov/pubmed/31824363
http://dx.doi.org/10.3389/fpsyg.2019.02461

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