Cybernetics and Information Technologies (Jun 2021)

A Model for e-Learning Based on the Knowledge of Learners

  • Blagoev Ivaylo,
  • Vassileva Gergana,
  • Monov Vladimir

DOI
https://doi.org/10.2478/cait-2021-0023
Journal volume & issue
Vol. 21, no. 2
pp. 121 – 135

Abstract

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The presented work examines the existing approaches to providing e-Learning content based on learners’ prior knowledge. An analysis of the existing tools for the development of e-Learning content is performed and their suitability for creating personalized learning content, reflecting the previous competencies of the learners, is carried out. In the paper we have used a step-by-step process of creating and providing personalized knowledge. For data analysis, an approach of describing small structural units of knowledge through competencies is used. As a result of our study we have proposed a conceptual model including interactive resources for analysis of the accumulated prior knowledge and tools for providing personalized content to the learners. Perspective directions for future work are also outlined.

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