Considering learning styles and context-awareness for mobile adaptive learning

Education and Information Technologies

Volumn 22, Issue 1, 2017, Pages 297-315

  Tortorella, Richard A W ^a   Graf, Sabine ^b  

^a UNIVERSITY OF EASTERN FINLAND   (Finland)

^b ATHABASCA UNIVERSITY   (Canada)

Author keywords

Adaptivity and personalization; Context awareness; Intelligent context aware learning system; Learning styles; Mobile learning; Ubiquitous learning

Indexed keywords

EID: 84945151781     PISSN: 13602357     EISSN: 15737608     Source Type: Journal    
DOI: 10.1007/s10639-015-9445-x     Document Type: Article

References (32)

1. Ako-Nai, F., Qing, T., Pivot, F., Kinshuk. The 5R adaptive learning content generation platform for mobile learning, 2012 IEEE Fourth International Conference on Technology for Education (T4E), 132–137.
2. Anderson, J., Tailoring assessment to study student learning styles. In: American Association for Higher Education, 53.
3. Briggs Myers, I. (1962). Manual: the myers-briggs type indicator. Palo Alto, CA: Consulting Psychologists Press.
4. Carver, C. A., & Howard, R. A. (1999). R.A., lane, W.D. Addressing different learning styles through course hypermedia. IEEE Transactions on Education, 42, 33–38.
5. Chen-Chung, L. 2008. Beyond the ownership of handheld devices: active learning with ubiquitous learning minds, in: fifth IEEE international conference on wireless, mobile, and ubiquitous technology in education, (WMUTE 2008) 11–19.
6. Fang, H., Liu, J., Huang, R., Li, Y. 2009. Research on adaptive mobile learning resources platform based on learning object model, in: international conference on application of information and communication technologies (AICT 2009) 1–6.
7. Felder, R. M., & Silverman, L. K. (1988). Learning and teaching styles in engineering education. Engineering Education, 78, 674–681.
8. Felder, R.M., Soloman, B.A. Index of learning styles, Retrieved November 20, 2014. http://www4.ncsu.edu/unity/lockers/users/f/felder/public/ILSdir/ILS.pdf.
9. Felder, R.M., Soloman, B.A. Index of Learning Styles Questionnaire (1997). Retrieved November 20, 2014. http://www.engr.ncsu.edu/learningstyles/ilsweb.html.
10. Felder, R. M., & Spurlin, J. (2005). Applications, reliability and validity of the index of learning styles. Int. J. on Engineering Education, 21, 103–112.
11. Graf, S., Lan, C.H., Liu, T.C., 2009. Kinshuk, investigations about the effects and effectiveness of adaptivity for students with different learning styles, in: proceedings of the IEEE international conference on advanced learning technologies (ICALT 2009) 415–419.
12. Honey, P., & Mumford, A. (1982). The manual of learning styles. Maidenhead: Peter Honey.
13. Jung, H., Park, S., & Chung, K. S. (2006). An architecture for adaptive mobile learning. 20th International Conference on Advanced Information Networking and Applications, 219–223.
14. Kolb, D. A. (1984). Experiential learning: experience as the source of learning and development. Englewood Cliffs, NJ: Prentice-Hall.
15. Kuljis, J., & Liu, F. (2005). Acomparison of learning style theories on the suitability for elearning. In M. H. Hamza (Ed.), Proc. of the IASTED conference on web technologies, applications, and services (pp. 191–197). Calgary: ACTAPress.
16. Livesay, G.A., Dee, K.C., Nauman, E.A., Hites, L.S., Engineering student learning styles: a statistical analysis using Felder’s Index of Learning Styles, in: Proc. of the Annual Conference of the American Society for Engineering Education (Montreal, Canada, 2002).
17. McNutt, L., Brennan, M. 2005. Work in progress - Learning styles and elearning, what is the connection?, in: Frontiers in Education Conference (2005. FIE), F1H.
18. Miso, S., Hornos, M.J., Rodriguez, M.L., 2012. Highly adaptive and context-aware intelligent system of urban events for mobile devices, 8th international conference on intelligent environments (IE 2012) 122–129.
19. Nguyen, V.A., Pham, V.C., Ho, S.D. 2010. A context - aware mobile learning adaptive system for supporting foreigner learning English, computing and communication technologies, research, innovation, and vision for the future (RIVF 2010) 1–6.
20. Pask, G. (1976). Styles and strategies of learning. British Journal of Educational Psychology, 46, 128–148.
21. Popescu, E. (2010). Adaptation provisioning with respect to learning styles in a web-based educational system: an experimental study, in: journal of computer assisted learning. Vol., 26, 243–257.
22. Razek, M.A., Bardesi, H.J. 2011. Towards Adaptive Mobile Learning System, in: 11th International Conference on Hybrid Intelligent Systems (HIS 2011), 493–498.
23. Santos, P., Hernández-Leo, D., & Blat, J. (2014). To be or not to be in situ outdoors, and other implications for design and implementation, in geolocated mobile learning. Pervasive and Mobile Computing, 14, 17–30.
24. Shih, J. L., Chuang, C. W., Cheng, J. J., & Hwang, G. J. (2010). The development of mobile learning system for local history and geography of Taiwan, 2nd international Asia conference on informatics in control. Automation and Robotics, 3, 295–298.
25. Tan, Q. (2009). Kinshuk, Kuo, Y.H., jeng, Y.L., Wu, P.H., huang, Y.M., Liu, T.C., chang, M., location-based adaptive mobile learning research framework and topics, in: international conference on computational science and. Engineering, 1, 140–147.
26. Tseng, J. C. R., Chu, H. C., Hwang, G. J., & Tsai, C. C. (2008). Development of an adaptive learning system with two sources of personalization information, in: computers & education. Vol., 51, 776–786.
27. Vinu, P. V., Sherimon, P. C., & Krishnan, R. (2011). Towards pervasive mobile learning – the vision of 21st century. Procedia - Social and Behavioral Sciences, 15, 3067–3073.
28. Virvou, M., & Alepis, E. (2004). Mobile versus desktop facilities for an e-learning system: users' perspective. IEEE International Conference on Systems, Man and Cybernetics, Vol., 1, 48–52.
29. Wu, H. K., Lee, S. W. Y., Chang, H. Y., & Liang, J. C. (2013). Current status, opportunities and challenges of augmented reality in education. Computers & Education, 62, 41–49.
30. Yau, J., Joy, M. 2007. A context-aware and adaptive learning ScheduleFramework for supporting learners' daily routines, in: second international conference on systems (ICONS '07) 31.
31. Zamzuri, N.H., Kassim, E.S., Shahrom, M. 2010. The role of cognitive styles in investigating E-learning usability, in: international conference on e-education, e-business, e-management, and e-learning, (IC4E '10) 3–6.
32. Zywno, M. S. (2003). A contribution to validation of score meaning for felder–soloman’s index of learning styles, in: proceedings of the annual conference of the American society for engineering education. USA: Nashville.