Towards an Evolution of E-Learning Recommendation Systems: From 2000 to Nowadays

Authors

  • Sonia Souabi Mohammadia School of Engineers (EMI)- MOHAMMED V UNIVERSITY IN RABAT MOROCCO https://orcid.org/0000-0001-6825-2157
  • Asmaâ Retbi Mohammadia School of Engineers (EMI)- MOHAMMED V UNIVERSITY IN RABAT MOROCCO
  • Mohammed Khalidi Idrissi Mohammadia School of Engineers (EMI)- MOHAMMED V UNIVERSITY IN RABAT MOROCCO
  • Samir Bennani Mohammadia School of Engineers (EMI)- MOHAMMED V UNIVERSITY IN RABAT MOROCCO

DOI:

https://doi.org/10.3991/ijet.v16i06.18159

Keywords:

e-learning, recommendation systems, evolution

Abstract


In e-learning, recommendation systems have proven to be highly efficient for improving learners' performance and knowledge. They can manage the different pedagogical resources and simplify the workload for the instructor and learners as well. Throughout the years, recommendation systems in e-learning have wit-nessed a major evolution since the 2000s. Several aspects have been developed, including techniques involved, test data (...). In this respect, this paper analyses the evolution of recommendation systems in e-learning since 2000 with a focus on the evolution sides. It furthermore addresses areas not fully addressed to date. A set of recommendation systems is identified and then analysed in order to define techniques used, as well as algorithms deployed.

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Published

2021-03-30

How to Cite

Souabi, S., Retbi, A., Idrissi, M. K., & Bennani, S. (2021). Towards an Evolution of E-Learning Recommendation Systems: From 2000 to Nowadays. International Journal of Emerging Technologies in Learning (iJET), 16(06), pp. 286–298. https://doi.org/10.3991/ijet.v16i06.18159

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Section

Reports