Building an Adaptive E-Learning System

Christos Chrysoulas, Maria Fasli

2017

Abstract

Research in adaptive learning is mainly focused on improving learners’ learning achievements based mainly on personalization information, such as learning style, cognitive style or learning achievement. In this paper, an innovative adaptive learning approach is proposed based upon two main sources of personalization information that is, learning behaviour and personal learning style. To determine the initial learning styles of the learner, an initial assigned test is employed in our approach. In order to more precisely reflect the learning behaviours of each learner, the interactions and learning results of each learner are thoroughly recorded and in depth analysed, based on advanced machine learning techniques, when adjusting the subject materials. Based on this rather innovative approach, an adaptive learning prototype system has been developed.

Paper Citation

in Harvard Style

Chrysoulas C. and Fasli M. (2017). Building an Adaptive E-Learning System . In Proceedings of the 9th International Conference on Computer Supported Education - Volume 2: CSEDU, ISBN 978-989-758-240-0, pages 375-382. DOI: 10.5220/0006326103750382

in Bibtex Style

@conference{csedu17,
author={Christos Chrysoulas and Maria Fasli},
title={Building an Adaptive E-Learning System},
booktitle={Proceedings of the 9th International Conference on Computer Supported Education - Volume 2: CSEDU,},
year={2017},
pages={375-382},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006326103750382},
isbn={978-989-758-240-0},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Conference on Computer Supported Education - Volume 2: CSEDU,
TI - Building an Adaptive E-Learning System
SN - 978-989-758-240-0
AU - Chrysoulas C.
AU - Fasli M.
PY - 2017
SP - 375
EP - 382
DO - 10.5220/0006326103750382