The New Trends in Adaptive Educational Hypermedia Systems

This paper aims to give a general review of existing literature on adaptive educational hypermedia systems and to reveal technological trends and approaches within these studies. Fifty-six studies conducted between 2002 and 2012 were examined, to identify prominent themes and approaches. According t...

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Main Author: Sibel Somyürek
Format: Article
Language:English
Published: Athabasca University Press 2015-02-01
Series:International Review of Research in Open and Distance Learning
Subjects:
Online Access:http://www.irrodl.org/index.php/irrodl/article/view/1946/3202
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spelling doaj-e4361f9050214fdd8cc5a1cb60ba7c692020-11-24T21:25:47ZengAthabasca University PressInternational Review of Research in Open and Distance Learning1492-38312015-02-01161The New Trends in Adaptive Educational Hypermedia SystemsSibel Somyürek 0Gazi University, TurkeyThis paper aims to give a general review of existing literature on adaptive educational hypermedia systems and to reveal technological trends and approaches within these studies. Fifty-six studies conducted between 2002 and 2012 were examined, to identify prominent themes and approaches. According to the content analysis, the new technological trends and approaches were grouped into seven categories: standardization, semantic web, modular frameworks, data mining, machine learning techniques, social web, and device adaptation. Furthermore, four challenges are suggested as explanation why adaptive systems are still not used on a large scale: inter-operability, open corpus knowledge, usage across a variety of delivery devices, and the design of meta-adaptive systems. http://www.irrodl.org/index.php/irrodl/article/view/1946/3202Adaptive educational hypermedia systems
collection DOAJ
language English
format Article
sources DOAJ
author Sibel Somyürek
spellingShingle Sibel Somyürek
The New Trends in Adaptive Educational Hypermedia Systems
International Review of Research in Open and Distance Learning
Adaptive educational hypermedia systems
author_facet Sibel Somyürek
author_sort Sibel Somyürek
title The New Trends in Adaptive Educational Hypermedia Systems
title_short The New Trends in Adaptive Educational Hypermedia Systems
title_full The New Trends in Adaptive Educational Hypermedia Systems
title_fullStr The New Trends in Adaptive Educational Hypermedia Systems
title_full_unstemmed The New Trends in Adaptive Educational Hypermedia Systems
title_sort new trends in adaptive educational hypermedia systems
publisher Athabasca University Press
series International Review of Research in Open and Distance Learning
issn 1492-3831
publishDate 2015-02-01
description This paper aims to give a general review of existing literature on adaptive educational hypermedia systems and to reveal technological trends and approaches within these studies. Fifty-six studies conducted between 2002 and 2012 were examined, to identify prominent themes and approaches. According to the content analysis, the new technological trends and approaches were grouped into seven categories: standardization, semantic web, modular frameworks, data mining, machine learning techniques, social web, and device adaptation. Furthermore, four challenges are suggested as explanation why adaptive systems are still not used on a large scale: inter-operability, open corpus knowledge, usage across a variety of delivery devices, and the design of meta-adaptive systems.
topic Adaptive educational hypermedia systems
url http://www.irrodl.org/index.php/irrodl/article/view/1946/3202
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