应用数据挖掘了解影响学生辍学的一些因素

IF 0.5 Q3 SOCIAL SCIENCES, INTERDISCIPLINARY Athenea Digital Pub Date : 2023-06-15 DOI:10.47460/athenea.v4i12.53
Yajaira Lizeth Carrasco Vega, B. Carril-Verastegui
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引用次数: 0

摘要

本研究旨在确定应用数据挖掘来确定影响拉丁美洲公立大学学生辍学的主要因素。通过文献分析,对学生遗弃问题进行了背景分析,并提出了该问题的相关先例。该研究的主要发现表明,社会经济问题、制度条件以及社会和文化环境状况是影响拉丁美洲公立大学学生辍学的主要因素。最后,可以肯定的是,数据挖掘对于不同的工程应用程序是有帮助的,这些应用程序有助于关注社会问题。
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Application of data mining to understand some factors that influence student dropout
The research aims to identify applying data mining to identify the main factors that influence the dropout of university students in public universities in Latin America. A documentary analysis was carried out to contextualize the problem of student desertion, and relevant antecedents on the subject were presented. The study's main findings identified that socioeconomic problems, institutional conditions, and social and cultural environment situations are the main factors influencing student dropout in public universities in Latin America. Finally, it is possible to affirm that data mining is helpful for different engineering applications that contribute to the attention of social problems.
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来源期刊
Athenea Digital
Athenea Digital SOCIAL SCIENCES, INTERDISCIPLINARY-
CiteScore
0.80
自引率
0.00%
发文量
41
审稿时长
30 weeks
期刊介绍: Ahora que el fenómeno de la disciplinarización institucional está cada vez más marcado, Athenea Digital promueve la reflexión interdisciplinar en la tradición de las ciencias humanas y sociales. La revista aborda los fenómenos sociales contemporáneos en sus múltiples dimensiones (política, económica, cultural, comunicacional...) y valora la reflexión rigurosa sobre la articulación entre los diferentes dominios de la actividad humana. El principal objetivo de la revista es potenciar el diálogo y la innovación en los estudios sociales y culturales.
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