Recommendation of Customized Learning Strategies Based on the CHAEA Test


Autores/as

  • Alejandra Ospina Herran Universidad Nacional de Colombia
  • Paula Andrea Rodríguez Marín Universidad Nacional de Colombia
  • Nestor Darío Duque Méndez Universidad Nacional de Colombia

DOI:

https://doi.org/10.22517/23447214.16781

Palabras clave:

— Strategies of learning, systems of recommendation, learning styles, CHAEA test.

Resumen

Generally, the educational strategies that apply to a group of students are the same, without addressing the fact that all students learn and process information differently. As an alternative to this situation, this article presents a proposal aimed at defining various activities that support pedagogical strategies and attend to the specific characteristics of students, especially learning style. A content-based recommendation system was implemented that, based on the student's learning style obtained through CHAEA, determines and recommends activities according to the strategies that best fit the student's profile. The proposal was validated in two (2) university institutions in Colombia and in dissimilar subjects; The results are promising and can be applied in different courses and in virtual, blended and classroom environments.

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Biografía del autor/a

Alejandra Ospina Herran, Universidad Nacional de Colombia

Maestría (c) en Administración de Sistemas Informáticos Administradora de Sistemas Informáticos. aospinah@unal.edu.co Celular: 3176821696 Universidad Nacional de Colombia

Paula Andrea Rodríguez Marín, Universidad Nacional de Colombia

Administradora de Sistemas Informáticos de la Universidad Nacional de Colombia Sede Manizales Magister en Ingeniería de Sistemas de la Universidad Nacional de Colombia Sede Medellín Candidata a Doctor – Doctorado en Ingeniería de Sistemas Universidad Nacional de Colombia Sede Medellín pandrearoma@gmail.com parodriguezma@unal.edu.co Celular: 3005105534 Universidad Nacional de Colombia

Nestor Darío Duque Méndez, Universidad Nacional de Colombia

Ingeniero Mecánico de la Universidad Tecnológica de Pereira Magister en Ingeniería de Sistemas en la Universidad Nacional de Colombia - Sede Medellín Doctor en Ingeniería de la Universidad Nacional de Colombia - Sede Medellín ndduqueme@unal.edu.co Celular: 3007876574 Teléfono: 8879300 ext 55814

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Publicado

2018-06-30

Cómo citar

Ospina Herran, A., Rodríguez Marín, P. A., & Duque Méndez, N. D. (2018). Recommendation of Customized Learning Strategies Based on the CHAEA Test. Scientia Et Technica, 23(2), 222–229. https://doi.org/10.22517/23447214.16781

Número

Sección

Sistemas y Computación