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A Survey on the Techniques of Embedding Adaptive Features in an E-Learning System

S. Muralidharan, D.E. Dekson, S. Selvakumarasamy


Learning in the new millennium has become a challenging task. The education system has become very competitive and demands the learning community to be updated in the latest technologies.  Thus a traditional method will not be efficient in the process of skill up-gradation. Also in higher education it is necessary to meet the learning needs of the individual learners.  This paper presents a detailed study on the process of achieving adaptive learning in an E-Learning Environment.  An analysis is carried out on the various E-learning models, learning strategies, learning style models and the e-portfolio architecture model projects that have been undergone. 


Adaptive Learning, E-Learning, Learning Styles, Cognitive Style.

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Slay, J., “The use of the Internet in creating an effective learning environment”, The AusWeb97 3rd Australian World Wide Web conference, Southern Cross University, Lismore, Australia, 1997.

Edwards et al., “Assessing the effectiveness and cost effectiveness of adaptive e-Learning to improve dietary behaviour: protocol for a systematic review”, BMC Public Health, 2010.

Kolb, D., “Experiential learning: Experience as the source of learning and development”, Englewood Cliffs, NJ: Prentice-Hall, 1984.

Muhaideb S.A, Hammami.S, Mathkour.H, “Towards a Distributed Architecture for Adaptive E-Learning System”, 10th IEEE International Conference on Advanced Learning Technologies, 2010, pp.632-636.

Mark Melia, and Claus Pahl, “Constraint-Based Validation of Adaptive e-Learning Courseware”, IEEE Transactions on Learning Technologies, Vol. 2, No. 1, January-March 2009, pp. 37-49.

Siadaty.M and Taghiyareh.F., “PALS2: Pedagogically Adaptive Learning System based on Learning Styles”, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT), 2007.

Azzedine Lansari and Abdallah Tubaisht, “Using an Outcome-Based Information Technology Curriculum and an E-Learning Platform to Facilitate Student Learning”, Issuses in Information Science Information Technology, Vol. 4, 2007, pp. 461-471.

Christine Goodwin, Mary Graham and Helen Scarborough, “Developing an Asynchronous Learning Network”, Educational Technology & Society 4 (4), 2001, pp.39-47.

Brusilovsky P. and Peylo C., “Adaptive and Intelligent Web-Based Educational Systems”. Int. Journal of Artificial Intelligence in Education, 2003.

Romiszowski, A., “How’s the e-learning baby? Factors leading to success or failure of an educational technology innovation”, Educational Technology, 44(1), January-February 2004., pp. 5-27.

Tinzmann, M.B., Jones, B.F., Fennimore, T.F., Bakker, J., Fine, C., & Pierce, J., What Is the Collaborative Classroom?, 1990. Retrieved from

Afolabi Folashade and Akinyemi Olufunminiyi Akinbobola, “Constructivist Problem Based Learning Technique and the Academic Achievement of Physics Students with Low Ability Level in Nigerian Secondary Schools”, Eurasian J. Phys. Chem. Educ. 1(1), 2009, pp.45-51.

Sabine Graf and Kinshuk, “Adaptivity and Personalization in Ubiquitous Learning Systems”, Springer- LNCS 5298, 2008, pp. 331–338.

Alimadhi F., “Mobile Internet: Wireless Access to Web-Based Interfaces of Legacy Simulation”, M.S. Thesis, Computational Science, Informatic Institute, University of Amsterdam faculty of Science, 2002.

Honey, P. and Mumford, A., “The manual of learning styles. Maidenhead: Peter Honey Publications, 1982.

Felder, R. M., and Silverman, L. K., “Learning and teaching styles in engineering education”, Engineering Education, 78(7), 1988, pp. 674–681.

Mccombs B.L. and Vakili D., “A Learner-Centered Framework for E-Learning”, Teachers College Record, Teachers College, Columbia University, Vol. 107, No.8, August 2005, pp. 1582-1600.


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