Towards adaptive e-learning based on proven educational theories

Proceedings of the 8th IASTED International Conference on Web-Based Education, WBE 2010

Volumn , Issue , 2010, Pages 210-218

  Alkhuraiji, Samar ^a,b   Cheetham, Barry ^a   Bamasak, Omaima ^b  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b KING ABDULAZIZ UNIVERSITY   (Saudi Arabia)

Author keywords

Adaptive educational hypermedia system; E learning platform; Learning style; Web based education

Indexed keywords

CURRICULA; EDUCATIONAL TECHNOLOGY; HYPERMEDIA SYSTEMS; INFORMATION MANAGEMENT; LEARNING SYSTEMS; SURVEYS; WEBSITES;

ADAPTIVE E-LEARNING; ADAPTIVE EDUCATIONAL HYPERMEDIA SYSTEMS; E-LEARNING MANAGEMENT SYSTEMS; E-LEARNING PLATFORMS; EDUCATIONAL THEORY; LEARNING STYLE; ONLINE LEARNING; WEB BASED EDUCATION;

E-LEARNING;

EID: 80052719166     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2316/p.2010.688-045     Document Type: Conference Paper

References (51)

1. D. Stockley. E-learning definition and explanation (elearning, online training, online learning). 2006 [cited 2009 July 20]; Available from: http://derekstockley.com.au/elearning-definition.html.
2. T. Monahan, G. Mcardle, and M. Bertolotto, Virtual reality for collaborative e-learning, Computers & Education. 50 (4), 2008, 1339-1353. (Pubitemid 351483946)
3. E. Allen; and J. Seaman. Staying the course online education in the united states. 2008 [cited 2009 26 July]; Available from: http://www. sloanconsortium.org/publications/survey/index.asp.
4. M.D. R-Moreno, D. Camacho, and U. Obieta. A plan-based tool for automatic elearning courses redesign. Proc. International Journal of Computer & Applications.2008, 33-48.
5. E. Blanchard, R. Razaki, and C. Frasson, Cross-cultural adaptation of e-learning contents: A methodology, World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education, 2005, 1895-1902.
6. S.H. Ab Hamid, T.H. Chuan, and Z.M. Kasirun, L3op: Learning styles application using learniobjects approach, The Sixth IEEE Conference onComputer and Information Technology 2006, 255-255.
7. S. Graf and B. List, An evaluation of open source e-learning platforms stressing adaptation issues, Fifth IEEE International Conference on Advanced Learning Technologies, 2005, 163-165. (Pubitemid 44459334)
8. S. Graf. Fostering adaptivity in e-learning platforms: A meta-model supporting adaptive courses. Proc. IADIS International Conference on Cognition and Exploratory Learning in Digital Age.2005, 440-443.
9. E. Popescu, P. Trigano, and C. Badica, Evaluation of a learning management system for adaptivity purposes, International Multi-Conference on Computing in the Global Information Technology, 2007, 9.1-9.6.
10. A. Cristea and N. Stash, Awels: Adaptive web-based education and learning styles, Sixth International Conference on Advanced Learning Technologies 2006, 1135-1136. (Pubitemid 46591846)
11. F. Esposito, O. Licchelli, and G. Semeraro, Discovering student models in e-learning systems, Journal of Universal Computer Science. 10 (1), 2004, 47-57. (Pubitemid 41151415)
12. C.-M. Chen, H.-M. Lee, and Y.-H. Chen, Personalized e-learning system using item response theory, Computers & Education. 44 (3), 2005, 237-255.
13. P. Brusilovsky, Methods and techniques of adaptive hypermedia, User modeling and user-adapted interaction. 6 (2), 1996, 87-129. (Pubitemid 126716208)
14. R.M. Felder and L.K. Silverman, Learning and teaching styles in engineering education, Engineering education. 78 (7), 1988, 674-681.
15. A. Decapua and A.C. Wintergerst, Assessing and validating a learning styles instrument, System. 33 (1), 2005, 1-16. (Pubitemid 40233657)
16. D. Kolb, Experiential learning: Experience as the source of learning and development (New Jersy, Prentic Hall Inc., 1984).
17. R. Dunn and K. Dunn, The complete guide to the learning strategies inservice system, Boston: Allyn/Bacon, 1999.
18. S. Graf, Adaptivity in learning management systems focussing on learning styles, phd thesis, in Faculty of Informatics. 2007, Vienna University of Technology: Austria.
19. L. Peretto, et al., Distance learning of electronic measurements by means of measurement set-up models, Measurement. 41 (3), 2008, 274-283. (Pubitemid 351199698)
20. H. Rego, et al., Educational technological specifications to support distance education in an e-learning platform, 6th International Conference on Information Technology Based Higher Education and Training 2005, F2C.
21. R. Godwin-Jones, Emerging technologies: Blogs and wikis: Environments for on-line collaboration, Language, Learning & Technology. 7 (2), 2003.
22. L.A. Dobrza Ski, R. Honysz, and Z. Brytan, Application of interactive course management system in distance learning of material science, Journal of Achievements in Materials and Manufacturing Engineering. 17 (1-2), 2006.
23. A. Bartlett-Bragg, Pedagogical practice for learning with social software, Handbook of Research on Digital Information Technologies: Innovations, Methods, and Ethical Issues, 2008, 160.
24. D. Camacho, M.D. R-Moreno, and U. Obieta, Camou: A simple integrated elearning and planning techniques tool, In International Workshop on REpresentation models and Techniques for Improving e-Learning: Bringing Context into the Web-based Education 2007, 17-27.
25. P. Dolog, et al. Personalization in distributed e-learning environments. ACM New York, NY, USA.2004, 170-179.
26. S. Messick, Individuality in learning (Jossey-Bass, 1976).
27. F. Coffield, et al., Should we be using learning styles?: What research has to say to practice, Learning and Skills Research Centre/University of Newcastle uponTyne, London, 2004.
28. F. Coffield, et al., Learning styles and pedagogy in post-16 learning: A systematic and critical review, Learning and Skills Research Centre/University of Newcastle uponTyne, London, 2004.
29. P. Honey and A. Mumford, The manual of learning styles (Peter Honey, Maidenhead, 1982).
30. R. Felder and L. Silverman, Learning and teaching in engineering education (1988).
31. R.M. Felder and J. Spurlin, Applications, reliability and validity of the index of learning styles, International Journal of Engineering Education. 21 (1), 2005, 103-112. (Pubitemid 40173818)
32. S. Graf, S.R. Viola, and T. Leo, In-depth analysis of the felder-silverman learning style dimensions, Journal of Research on Technology in Education. 40 (1), 2007, 79.
33. P. Brusilovsky and C. Peylo, Adaptive and intelligent web-based educational systems, International Journal of Artificial Intelligence in Education. 13 (2), 2003, 159-172.
34. I. Hatzilygeroudis and J. Prentzas, Knowledge representation in intelligent educational systems, Web-Based Intelligent E-learning Systems: Technologies and Applications. Ma, Z.(Ed.), Idea Group Inc, 2005.
35. P. Brusilovsky, Adaptive and intelligent technologies for web-based eduction, KI. 13 (4), 1999, 19-25.
36. K.A. Papanikolaou, et al., Towards new forms of knowledge communication: The adaptivedimension of a web-based learning environment, Computers & Education. 39 (4), 2002, 333-360.
37. J. Eklund and P. Brusilovsky, Interbook: An adaptive tutoring system, UniServe Science New. 12, 1999, 8 -13.
38. C.A. Carver, R.A. Howard, and W.D. Lane, Addressing different learning styles through course hypermedia, IEEE Transactions on Education. 42 (1), 1999, 33-38.
39. C.A. Carver, Jr., R.A. Howard, and W.D. Lane, Enhancing student learning through hypermedia courseware and incorporation of student learning styles, IEEE Transactions on Education. 42 (1), 1999, 33-38.
40. E. Popescu, P. Trigano, and C. Badica. Towards a unified learning style model in adaptive educational systems. Proc. 7th IEEE Intl. Conf. on Advanced Learning Technologies.. 2007, 804-808.
41. P. Paredes and P. Rodriguez, A mixed approach to modelling learning styles in adaptive educational hypermedia, Advanced Technology for Learning. 1 (4), 2004, 210-215.
42. E. Alfonseca, et al., Authoring of adaptive computer assisted assessment of free-text answers, Journal of Educational Technology and Socity 8(3), 2005, 53.
43. M. Siadaty and F. Taghiyareh, Pals2: Pedagogically adaptive learning system based on learning styles, Seventh IEEE International Conference on Advanced Learning Technologies, 2007.
44. E. Triantafillou, A. Pomportsis, and S. Demetriadis, The design and the formative evaluation of an adaptive educational system based on cognitive styles, Computers & Education. 41 (1), 2003, 87-103.
45. C. Wolf, Iweaver: Towards' learning style'-based e-learning in computer science education, Proceedings of the fifth Australasian conference on Computing education. 20, 2003, 273-279.
46. M.P.P. Ruiz, et al., Adaptation in current e-learning systems, Computer Standards & Interfaces. 30 (1-2), 2008, 62-70.
47. C. Carver, M. Hill, and U. Pooch, Third generation adaptive hypermedia systems, World Conference on the WWW and Internet 1999.
48. S.M. Parvez and G.D. Blank, Individualizing tutoring with learning style based feedback, Lecture Notes in Computer Science. 5091, 2008, 291-301.
49. K.A. Papanikolaou, et al., Designing learner-controlled educational interactions based on learning/cognitive style and learner behaviour, Interacting with Computers. 18 (3), 2006, 356-384.
50. A. Jas, et al., An efficient test vector compression scheme using selective huffman coding, IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems. 22 (6), 2003, 797-806.
51. D. Heckerman, A tutorial on learning with bayesian networks, NATO ASI Series D: Behavioral and Social Sciences. 89, 1998, 301-354.