A recommendation system for teaching strategies according to learning styles

Juan Francisco Figueroa-Pérez, Manuel Rodríguez-Guerrero, Alan Ramírez-Noriega, Yobani Martínez-Ramírez

Abstract


Teaching strategies (TS) are resources, procedures, techniques, and/or methods that teachers use as instruments to promote meaningful learning in students and that have proven to be efficient as support in classroom teaching. This paper describes a recommendation system (RS) for teaching strategies according to learning styles (RSTSLS) that helps to determine the most appropriate TS to use according to the learning style (LS) of the students based on Felder and Silverman’s learning styles model (FSLSM). A working example of the system is provided, as well as the results of its functional and non-functional tests, which were satisfactory. It is concluded that the system can be useful as a support tool for teachers, allowing them to adapt their TS according to the LS of their students.

Keywords


Felder and Silverman model; Learning styles; Recommendation software; Teaching strategies

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DOI: http://doi.org/10.11591/ijict.v14i3.pp983-992

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Copyright (c) 2025 Juan Francisco Figueroa Pérez, Manuel de Jesus Rodríguez Guerrero, Alan David Ramírez Noriega, Yobani Martínez Ramírez

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The International Journal of Informatics and Communication Technology (IJ-ICT)
p-ISSN 2252-8776, e-ISSN 2722-2616
This journal is published by the Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).

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