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- Title
Análisis sobre el uso de Podcast en la Escuela Nacional de Trabajo Social considerando la ciencia de datos y el aprendizaje automático.
- Authors
Salas Rueda, Ricardo Adán; Castañeda Martínez, Ricardo; Ramírez Ortega, Jesús; Gamboa Rodríguez, Fernando
- Abstract
The objective of this mixed research is to analyze the students' perceptions about the use of Podcast in the National School of Social Work considering data science and machine learning. The sample is composed of 44 students from the National Autonomous University of Mexico (UNAM) who completed the Bachelor of Social Work during the 2019 school year. The results of machine learning (linear regression) indicate that the dissemination of school content through the Podcast positively influence the assimilation of knowledge, motivation and enthusiasm of the student during the educational process. Data science identifies 3 predictive models on the use of Podcast in the educational context through the decision tree technique. Finally, the incorporation of the Podcast in the educational field facilitates the organization of new spaces for learning and teaching.
- Subjects
UNIVERSIDAD Nacional Autonoma de Mexico; STUDENT attitudes; DECISION trees; SOCIAL case work; DATA science; MACHINE learning
- Publication
Revista Electrónica Gestión de las Personas y Tecnologías, 2020, Vol 13, Issue 37, p68
- ISSN
0718-5693
- Publication type
Article
- DOI
10.35588/revistagpt.v13i37.4414