Application of Student achievement Analysis based on Apriori Algorithm

Hui, Huang; Tang, Mingjie; Zeng, Qingtao; Zhang, Xiaoliang

doi:10.1109/itca52113.2020.00011

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“…Avaliar o desempenho dos estudantes se tornou primordial para desenvolver uma educação de qualidade, sobretudo na busca por novas metodologias de ensino e aprendizagem para o crescimento acadêmico (HUI et al, 2020). O monitoramento constante acerca de índices acadêmicos é relevante para que alunos, professores, gestores de curso, diretores, governos e demais interessados tomem um conjunto de ações com base nos resultados, como a destinação de verbas para melhorias de infraestruturas, reformulação e revisão de projetos pedagógicos dos cursos, alteração de metodologias de ensino e o entendimento real das necessidades dos discentes (ROMERO; VENTURA, 2013).…”

Section: Introductionunclassified

Exploratory Analysis of the Poscomp Results: A Case Study of Candidates From Para Analise Exploratoria Dos Resultados Do Poscomp: Um Estudo De Caso Dos Candidatos Do Para

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19th CONTECSI International Conference on Information Systems and Technology Management

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To evaluate students in the area of computing, technological and computational resources are sought in order to analyze behavior, performance and difficulties of the students during their academic life. Thus, this study aims to analyze and explore POSCOMP microdata from 2016 to 2019 editions with data mining techniques, following the steps of KDD process, in order to extract useful information and non-trivial knowledge, with the aim of make the results available to managers, teachers and educational institutions, elucidating the performance and characteristics of students from computing courses in the state of Pará on the exam. The results show that the average scores of the applicants that dwell in the state of Pará remain lower or equal to the nacional ones throughout the period, either with respect to the overall grades and in regards to grades per subject, except for two subjects, it was also verified that the number of absentees in Pará has presented a drop since the 2017 edition, and the number of women enrolled in the exam on the state presented a rise since 2018, being different trends from the national ones.

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Section: Introductionunclassified

Exploratory Analysis of the Poscomp Results: A Case Study of Candidates From Para Analise Exploratoria Dos Resultados Do Poscomp: Um Estudo De Caso Dos Candidatos Do Para

Ferreira¹,

Filho²,

Costa.³

19th CONTECSI International Conference on Information Systems and Technology Management

View full text Add to dashboard Cite

show abstract

Application of Student achievement Analysis based on Apriori Algorithm

Cited by 1 publication

References 0 publications

Exploratory Analysis of the Poscomp Results: A Case Study of Candidates From Para Analise Exploratoria Dos Resultados Do Poscomp: Um Estudo De Caso Dos Candidatos Do Para

Exploratory Analysis of the Poscomp Results: A Case Study of Candidates From Para Analise Exploratoria Dos Resultados Do Poscomp: Um Estudo De Caso Dos Candidatos Do Para

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