Adaptive educational hypermedia systems in technology enhanced learning: a literature review

This literature review focuses on the educational benefits afforded to learners by Technology Enhanced Learning Environments (TELE) which adapt and personalize the learning experience. More specifically it focuses on Adaptive Educational Hypermedia Systems (AEHS) that incorporate Learning Styles. Adaptive approaches to learning offer alternatives to the traditional "One-size-fits-all" approach and have driven the development of dynamic educational environments. The use of such environments can deliver educational benefits as educational offerings are personalised based upon various characteristics of individual learners.

[1]  Helen Ashman,et al.  WHURLE 2.0: Adaptive Learning Meets Web 2.0 , 2008, EC-TEL.

[2]  Peter Brusilovsky,et al.  Methods and techniques of adaptive hypermedia , 1996, User Modeling and User-Adapted Interaction.

[3]  GaetaMatteo,et al.  Adaptive course generation through learning styles representation , 2008 .

[4]  Vincent P. Wade,et al.  Adaptive Educational Games: Providing Non-invasive Personalised Learning Experiences , 2008, 2008 Second IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning.

[5]  Lora Aroyo,et al.  OntoAIMS: ontological approach to courseware authoring , 2004 .

[6]  Sara de Freitas,et al.  Review of e-learning theories, frameworks and models. JISC e-learning models study report , 2004 .

[7]  Séamus Lawless,et al.  OSSES: An Online System for Studies on Evaluation of Systems , 2010 .

[8]  Patrick J. Fahy,et al.  Student Learning Style and Asynchronous Computer-Mediated Conferencing (CMC) Interaction , 2005 .

[9]  Vincent P. Wade,et al.  Evaluation of APeLS - An Adaptive eLearning Service Based on the Multi-model, Metadata-Driven Approach , 2004, AH.

[10]  Philippe Trigano,et al.  Towards a Unified Learning Style Model in Adaptive Educational Systems , 2007, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007).

[11]  Robert D. Hannafin,et al.  Using asynchronous AV communication tools to increase academic self-efficacy , 2008, Comput. Educ..

[12]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

[13]  Marek Hatala,et al.  The Social Semantic Web in Intelligent Learning Environments: state of the art and future challenges , 2009, Interact. Learn. Environ..

[14]  Vincent P. Wade,et al.  Personalisation for All: Making Adaptive Course Composition Easy , 2005, J. Educ. Technol. Soc..

[15]  Linda Price,et al.  Individual Differences in Learning: Cognitive control, cognitive style, and learning style , 2004 .

[16]  Judy Kay,et al.  Artificial intelligence in education : shaping the future of learning through intelligent technologies , 2003 .

[17]  Matteo Gaeta,et al.  Adaptive course generation through learning styles representation , 2008, Universal Access in the Information Society.

[18]  Andrea DeCapua,et al.  Conceptualizing learning style modalities for ESL/EFL students , 2003 .

[19]  Marcus Specht,et al.  Flexible Navigation Support in the WINDS Learning Environment for Architecture and Design , 2004, AH.

[20]  Michael Yudelson,et al.  A multifactor approach to student model evaluation , 2008, User Modeling and User-Adapted Interaction.

[21]  Owen Conlan,et al.  The multi-model, metadata driven approach to personalised eLearning services , 2005 .

[22]  Ulrik Schroeder Web-Based Learning - Yes We Can! , 2009, ICWL.

[23]  Thea van der Geest,et al.  User-centered evaluation of adaptive and adaptable systems: a literature review , 2008, The Knowledge Engineering Review.

[24]  Peter Dolog,et al.  The Personal Reader: Personalizing and Enriching Learning Resources Using Semantic Web Technologies , 2004, AH.

[25]  Mykola Pechenizkiy,et al.  Please Scroll down for Article New Review of Hypermedia and Multimedia Ah 12 Years Later: a Comprehensive Survey of Adaptive Hypermedia Methods and Techniques Ah 12 Years Later: a Comprehensive Survey of Adaptive Hypermedia Methods and Techniques , 2022 .

[26]  Demetrios G. Sampson,et al.  Adaptive Learning Resources Sequencing in Educational Hypermedia Systems , 2005, J. Educ. Technol. Soc..

[27]  Elizabeth J. Brown,et al.  The use of learning styles in adaptive hypermedia , 2007 .

[28]  Judith Masthoff,et al.  Evaluating recommender explanations: Problems experienced and lessons learned for the evaluation of adaptive systems , 2009 .

[29]  Séamus Lawless,et al.  Leveraging Content from Open Corpus Sources for Technology Enhanced Learning , 2009 .

[30]  E. Murphy,et al.  Technology‐enhanced learning: An Irish industry perspective , 2005 .

[31]  Peter Brusilovsky,et al.  Adaptive Navigation Support: From Adaptive Hypermedia to the Adaptive Web and Beyond , 2004, PsychNology J..

[32]  Peter Brusilovsky,et al.  From Learning Objects to Adaptive Content Services for E-Learning , 2008 .

[33]  Andrea Honigsfeld,et al.  High School Male and Female Learning-Style Similarities and Differences in Diverse Nations , 2003 .

[34]  Paul De Bra,et al.  AHA! Version 2.0, More adaptation flexibility for authors , 2002 .

[35]  Alexandra I. Cristea,et al.  Patterns in Authoring of Adaptive Educational Hypermedia: A Taxonomy of Learning Styles , 2005, J. Educ. Technol. Soc..

[36]  D. Salter,et al.  A Longitudinal Study of Learning Style Preferences on the Myers-Briggs Type Indicator and Learning Style Inventory , 2006 .

[37]  Yueh-Min Huang,et al.  Using a style-based ant colony system for adaptive learning , 2008, Expert Syst. Appl..

[38]  D. Laurillard Modelling benefits-oriented costs for technology enhanced learning , 2007 .

[39]  Séamus Lawless,et al.  A Proposal for the Evaluation of Adaptive Personalised Information Retrieval , 2010 .

[40]  Cristina Gena,et al.  Usability Engineering for the Adaptive Web , 2007, The Adaptive Web.

[41]  Vincent Wade,et al.  Just-in-time Generation of Pedagogically Sound, Context Sensitive Personalized Learning Experiences , 2006 .