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Authors: Heba Fasihuddin ; Geoff Skinner and Rukshan Athauda

Affiliation: The University of Newcastle, Australia

Keyword(s): Adaptive Framework, Learning Styles, MOOCs, Open Learning, Personalisation.

Related Ontology Subjects/Areas/Topics: Computer-Supported Education ; e-Learning ; e-Learning Platforms ; Learning/Teaching Methodologies and Assessment ; Simulation and Modeling ; Simulation Tools and Platforms

Abstract: This paper presents an adaptive framework to personalise open learning environments. The design of the framework has been grounded in cognitive science and learning principles. The theory of learning styles, and more specifically the model of Felder and Silverman, has been considered and applied. The developed framework has two main functions. First, it automatically identifies the learners’ learning styles by tracking their behaviours and interactions with the provided learning objects. Secondly, it provides adaptive navigational support based on the identified learning styles. Sorting learning materials based on learners’ preferences and hiding the least preferred materials are the two techniques of navigational support that have been applied in the proposed framework. Detailed descriptions of the framework functionalities and different components are presented in this paper. Future piloting and evaluation will test and verify this proposed framework.

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Paper citation in several formats:
Fasihuddin, H.; Skinner, G. and Athauda, R. (2015). A Framework to Personalise Open Learning Environments by Adapting to Learning Styles. In Proceedings of the 7th International Conference on Computer Supported Education - CSEDU; ISBN 978-989-758-107-6; ISSN 2184-5026, SciTePress, pages 296-305. DOI: 10.5220/0005443502960305

@conference{csedu15,
author={Heba Fasihuddin. and Geoff Skinner. and Rukshan Athauda.},
title={A Framework to Personalise Open Learning Environments by Adapting to Learning Styles},
booktitle={Proceedings of the 7th International Conference on Computer Supported Education - CSEDU},
year={2015},
pages={296-305},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005443502960305},
isbn={978-989-758-107-6},
issn={2184-5026},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Computer Supported Education - CSEDU
TI - A Framework to Personalise Open Learning Environments by Adapting to Learning Styles
SN - 978-989-758-107-6
IS - 2184-5026
AU - Fasihuddin, H.
AU - Skinner, G.
AU - Athauda, R.
PY - 2015
SP - 296
EP - 305
DO - 10.5220/0005443502960305
PB - SciTePress

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