Visual Analisys of Educational Data: A Gender Study in Computer Courses in University of Brasilia

Hansen, Luiza; Borges, Vinicius; Araujo, Aleteia; Holanda, Maristela

dc.creator	Hansen, Luiza
dc.creator	Borges, Vinicius
dc.creator	Araujo, Aleteia
dc.creator	Holanda, Maristela
dc.date	03/13/2020
dc.date.accessioned	2020-03-13T18:34:23Z
dc.date.available	2020-03-13T18:34:23Z
dc.identifier	https://revistas.utp.ac.pa/index.php/memoutp/article/view/2488
dc.identifier.uri	https://ridda2.utp.ac.pa/handle/123456789/10291
dc.description	The presence of women in technology-related courses is declining every year, reaching in 2016 less than 20% of the total student body in the Department of Computer Science in UnB (Universidade de Bras´ılia). This paper uses visualization techniques to analyze and identify profile patterns in girls on undergraduate courses in the computing field. Dimensionality reduction technique (PCA), HeatMap and Parallel Coordinates were used for the visual data analysis process, considering the students’ situation in relation to UnB (active, drop out or graduated). In this work, the existing correlations between variables were evidenced, with more in-depth analysis of the association between entrance period and the nature of the university departure form and period of the university attendance. Also, the students participating in the quota schema were analysed and the study suggests that there is no correlation between students enrolled under the quota system and the form of departure from the course.	es-ES
dc.format	application/pdf
dc.language	spa
dc.publisher	Universidad Tecnológica de Panamá	es-ES
dc.relation	https://revistas.utp.ac.pa/index.php/memoutp/article/view/2488/3285
dc.rights	info:eu-repo/semantics/openAccess	es-ES
dc.rights	https://creativecommons.org/licenses/by-nc-sa/4.0/	es-ES
dc.source	Memorias de Congresos UTP; 2019: XI Congreso de la Mujer Latinoamericana en la Computación - LAWCC 2019; 42-50	es-ES
dc.title	Visual Analisys of Educational Data: A Gender Study in Computer Courses in University of Brasilia	es-ES
dc.type	info:eu-repo/semantics/article
dc.type	info:eu-repo/semantics/publishedVersion
dc.type	Artículo revisado por pares	es-ES

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2019: XI Congreso de la Mujer Latinoamericana en la Computación - LAWCC 2019 [13]
XI LAWCC – Latin A merica n Women in Computer Congress. Ciudad de Panamá, República de Panamá

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