Transformation of education against pandemic and data analytics

Main Article Content

Leonardo Emiro Contreras Bravo https://orcid.org/0000-0003-4625-8835
Héctor Javier Fuentes López
Karolina González Guerrero

Keywords

Analytical, Covid-19, Education, Model, virtual

Abstract

It presents an overview of the changes that the education sector is undergoing in an accelerated way by adopting technologies and platforms to support a traditionally in-person process. It can be an opportunity to access the information available on educational processes and, through the use of techniques such as machine learning, obtain the knowledge that allows for timely decision-making regarding the problems that affect educational institutions. Due to the health emergency caused by COVID-19, academic communities have seen problems in their mental health, evidencing factors of anxiety, and frustration with the new reality.

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References

Ayesha, Shaeela; Mustafa, Tasleem; Sattar, Ahsan Raza; Khan, M. I. (2010). Data Mining Model for Higher Education System. European Journal of Scientific Research, 43, 24–32.

Contreras, L. E., Rodriguez, J., & Tarazona, G. (2017). B-Learning and Big Data: Use in Training an Engineering Course. Lecture Notes in Computer Science, 10387, 221–
233. https://doi.org/10.1007/978-3-319-
61845-6_23

Dyckhoff, A. L., Zielke, D., Bültmann, M., Chatti, M. A., & Schroeder, U. (2012). Design and implementation of a learning analytics toolkit for teachers. Educational Technology and Society, 15(3), 58–76.

Gil Olivera, N. A. (2019). Ambiente virtual de aprendizaje: beneficios y ventajas para enseñanza del francés como L2. Revista Boletín Redipe, 8(11), 91-99. https://doi. org/10.36260/rbr.v8i11.852

Arboleda Aparicio, J. C. (2020). Educar para la evolución de la vida humana y planetaria. Una perspectiva comprensivo edificadora. Revista Boletín Redipe, 9(6), 51-65. https://doi.org/10.36260/rbr. v9i6.998

Gardner, L., Dussán, C., & Montoya, D. (2015). Aproximación causal al estudio de la deserción en la Universidad de Caldas. Revista Colombiana de Educación, 70, 319–340.

González, K. (2019). E-research y tecnologías colaborativas en la educación superior (Firts edit; Redipe- Red Iberoamericana de pedagogía, Ed.). USA.

Keswani, R. N., Sethi, A., Repici, A., & Chiu,
P. (2020). How To Maximize Trainee Education During the COVID-19 Pandemic: Perspectives from Around the World. Gastroenterology. https://doi.org/https:// doi.org/10.1053/j.gastro.2020.05.012

Khalil, M., Khalil, M., & Ebner, M. (2015). Learning Analytics: Principles and Constraints. EdMedia: World Conference on Educational Media and Technology, 2015(1), 1789–1799.

Litzinger, T. A., Lattuca, L. R., Hadgraft, R. G., & Newstetter, W. C. (2019). Engineering Education and the Development of Expertise. Journal of Engineering Education, 100(1), 123–150.

Lizárraga Juárez, A., López Ramírez, E., & Martínez Iñiguez, J. E. (2020). Apropiación tecnológica en el manejo de competencias digitales por los profesores de escuelas normales en México. Revista Boletín Redipe, 9(6), 157-167. https://doi.org/10.36260/rbr. v9i6.1009

Majeed, I., & Naaz, S. (2018). Current State of Art of Academic Data Mining and Future Vision. Indian Journal of Computer Science and Engineering (IJCSE), 9(April), 49–56. https://doi.org/10.21817/indjcse/2018/ v9i2/180902026

Sanabria, A. (2011). Percepción de los estudiantes y profesores sobre el uso de las tic en los procesos de cambio e innovación en la enseñanza superior. Revista de Psicologia, Ciències de l’Educació i de l’Esport, 29, 273–290.

Schroeder, U. (2009). Web-Based Learning – Yes We Can! https://doi.org/10.1007/978- 3-642-03426-8_3

Shahiri, A. M., Husain, W., & Rashid, N. A. (2015). A Review on Predicting Student’s Performance Using Data Mining Techniques. Procedia Computer Science, 72, 414–422. https://doi.org/10.1016/J. PROCS.2015.12.157

Torres, J. (2017). Inteligencia Integral de negocios (primera; Doctorado en ingeniería Universidad Distrital, Ed.). Bogotá.

UNESCO. (2020, April). Perturbación y respuesta de la educación de cara al COVID-19.