Applied Sciences, Free Full-Text
Por um escritor misterioso
Last updated 07 novembro 2024
This paper describes the application of Data Science and Educational Data Mining techniques to data from 4529 students, seeking to identify behavior patterns and generate early predictive models at the Universidad de la República del Uruguay. The paper describes the use of data from different sources (a Virtual Learning Environment, survey, and academic system) to generate predictive models and discover the most impactful variables linked to student success. The combination of different data sources demonstrated a high predictive power, achieving prediction rates with outstanding discrimination at the fourth week of a course. The analysis showed that students with more interactions inside the Virtual Learning Environment tended to have more success in their disciplines. The results also revealed some relevant attributes that influenced the students’ success, such as the number of subjects the student was enrolled in, the students’ mother’s education, and the students’ neighborhood. From the results emerged some institutional policies, such as the allocation of computational resources for the Virtual Learning Environment infrastructure and its widespread use, the development of tools for following the trajectory of students, and the detection of students at-risk of failure. The construction of an interdisciplinary exchange bridge between sociology, education, and data science is also a significant contribution to the academic community that may help in constructing university educational policies.
15+ Applied Sciences Books for Free! [PDF]
Applied sciences Stock Photos, Royalty Free Applied sciences Images
Journal of Applied Pharmaceutical Science
Applied sciences Stock Photos, Royalty Free Applied sciences Images
Applied Sciences An Open Access Journal from MDPI
11,171 Applied Sciences Images, Stock Photos, 3D objects, & Vectors
Applied Sciences, Free Full-Text
Applied Sciences An Open Access Journal from MDPI
Applied sciences Stock Photos, Royalty Free Applied sciences Images
Applied Science & Technology Full Text
Recomendado para você
-
Programa de Pós-Graduação em Planejamento e Controle de Gestão – PPGCG07 novembro 2024
-
Moodle Grupos - Apoio à Organização de Grupos07 novembro 2024
-
Moodle Wookie prototype. On the left side of the image a list of07 novembro 2024
-
Moodle - Práticas pedagógicas inovadoras07 novembro 2024
-
Stereotypic Behaviour in Dairy Animals and its Implications for07 novembro 2024
-
PDF) Stand structure and deadwood amount influences saproxylic07 novembro 2024
-
Implementation of Resizable Multidimensional Arrays in C++1707 novembro 2024
-
LED EGC UFSC07 novembro 2024
-
Clarissa Stefani Teixeira no LinkedIn: #ufscconecta07 novembro 2024
-
PDF) Analysis of Telecollaborative Exchanges among Secondary07 novembro 2024
você pode gostar
-
Bonnie (Anime), Five Nights At Freddy's Anime Wiki07 novembro 2024
-
UPDATE 24* ANIME SOULS SIMULATOR (CODES) - ROBLOX ANIME SOULS SIMULATOR CODES (JULY 2023)07 novembro 2024
-
Você Consegue Adivinhar a Criatura? (CRIATURAS DE SONARIA) [ROBLOX] - TriviaCreator07 novembro 2024
-
Steam Community :: Papers, Please07 novembro 2024
-
Tix Hack Robux - Roblox07 novembro 2024
-
Just Flight - IRIS - Pro Training Series – Grob G115E / Tutor T.107 novembro 2024
-
Railbookers® Worldwide, Independent Train Vacation Packages07 novembro 2024
-
NEW* FREE CODES Grand Pirates gives Free Devil Fruit Notifier +07 novembro 2024
-
Bryant Park Store Whole Foods Market07 novembro 2024
-
Call of Duty Modern Warfare Mídia Física PS4 (USADO) - www07 novembro 2024