Résumé:
The recommendation of activities based on learning styles is an approach to persona-
lize learning taking into account the individual preferences of learners. The VARK model
identifies four main learning modalities : visual, auditory, reading/writing and kinesthetic.
By using these learning styles as a reference, teachers and collaborative learning systems
can recommend activities adapted to each learner.
The objective of this approach is to improve learners’ engagement by offering them lear-
ning methods that match their preferences. In this system, we offer a set of activities
according to the learning styles of each learner. The recommended activities are designed
to use the predominant learning modalities of each individual, thus promoting better re-
tention of knowledge and enhanced performance.
