Building an adaptive E-learning system

Conference item


Chrysoulas, C and Fasli, M (2017). Building an adaptive E-learning system. 9th International Conference on Computer Supported Education. Porto, Portugal 21 - 23 Apr 2017 London South Bank University.
AuthorsChrysoulas, C and Fasli, M
Abstract

© 2017 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved. 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.

Year2017
JournalCSEDU 2017 - Proceedings of the 9th International Conference on Computer Supported Education
PublisherLondon South Bank University
Journal citation2, pp. 375-382
Accepted author manuscript
License
CC BY 4.0
Publication dates
Print21 Apr 2017
Publication process dates
Deposited26 Feb 2018
Accepted30 Jan 2017
ISBN9789897582400
Permalink -

https://openresearch.lsbu.ac.uk/item/86z9w

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