The week's pick
Reseach Article
Adaptive e-Learning System: A State of Art
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 107 - Number 7 |
| Year of Publication: 2014 |
| Authors: Soni Sweta, Kanhaiya Lal |
10.5120/18762-0046
|
Soni Sweta, Kanhaiya Lal . Adaptive e-Learning System: A State of Art. International Journal of Computer Applications. 107, 7 ( December 2014), 13-15. DOI=10.5120/18762-0046
Abstract
As the education system moves from print to digital classrooms, learning products will change rapidly, so academic institutions and policies must respond accordingly. Learning methods are shifting from instructor-oriented to learner-oriented-Learning, referring to learning via the Internet, provides learner with an efficient, flexible and personalized way to learn. It offers learning-on-fly and reduces overall learning cost. This paper describes the demands for e-Learning and related research, and presents a variety of data mining technologies that can integrate with e-learning system to explore the problems faced by Higher Education system and discovering underlying knowledge from Educational Data base. The aim of this paper is to describe how to make a system able to minimize learning gap from education system.
References
- ACM SIGCHI. Curricula for Human-Computer Interaction. ACM Special Interest Group on Computer-Human Interaction Curr-Curriculum Development Group [online]. 1992, Available:http://www1. acm. org:82/sigchi/cdg/index. html.
- Alavi M. Computer-mediated collaborative learning: An empirical evaluation. MIS Quarterly 1994:159–174.
- Arbaugh, J. B. , & Duray, R. (2002). Technological and structural characteristics, student learning and satisfaction with web-based course: An exploratory study of two on-line MBA programs. Management Learning, 33(3), 331–347.
- Carswell L. Teaching via the Internet: The impact of the Internet as a communication medium on distance learning introductory computing students. In: Proceedings of the Conference on Integrating Technology into Computer Science Education, June 1–5, 1997,Uppsala, Sweden, 1–5.
- Castro, F. , Vellido, A. , Nebot, A. , & Mugica, F. (in press). Applying data mining techniques to e-learning problems: A survey and state of the art. In L. C. Jain, R. Tedman, & D. Tedman (Eds. ), Evolution of Teaching and learning paradigms in intelligent environment. Studies in Computational Intelligence (Vol. 62). Springer-Verlag.
- Corbett AT, Anderson JR. Knowledge decomposition and subgoal reification in the ACT programming tutor. In: Proceedings of AI-ED 95: 7th World Conference on Artificial Intelligence in Education, 1995.
- Djamshid Tavangarian and Markus E. Leypold and Kristin Nölting and Marc Röser and Denny Voigt,Is e-Learning the Solution for Individual Learning?,MISC , Electronic Journal of e-Learning Volume 2 Issue 2 2004 (273-280)
- Douglas, E. , & Van Der Vyver, G. (2004). Effectiveness of e-learning course materials for learning database management systems: An experimental investigation. Journal of Computer Information System, 41(4), 41–48.
- Gilbert, J. (2007). E-learning: The student experience. British Journal of Educational Technology, 38(4), 560–573.
- Islas, E. , Pérez, M. , Rodriguez, G. , Paredes, I. , Ávila, I. , & Mendoza, M. (2007). E-learning tools evaluation and roadmap development for an electrical utility. Journal of Theoretical and Applied Electronic Commerce Research (JTAER), 2(1), 63–75.
- Lee, Sang Hwa, Junyeong Choi, and Jong-Il Park. "Interactive e-learning system using pattern recognition and augmented reality. " Consumer Electronics, IEEE Transactions on 55. 2 (2009): 883-890.
- Lin, Wei-Jane, et al. "Blog as a tool to develop e-learning experience in an international distance course. " Advanced Learning Technologies, 2006. Sixth International Conference on. IEEE, 2006.
- Liaw, S. S. , Huang, H. M. , & Chen, G. D. (2007). Surveying instructor and learner attitudes toward e-learning. Computers Education, 49(4), 1066–1080.
- Marchionini G, Nolet V, Williams H, Ding W, Beale JR, Gordon Au: "Beale,J. Rose,"has been set as"Beale JR"O. K. as set ?A, Enomoto E, Harbinson L. Content + connectivity = community:Digital resources for a learning community. In: Proceedings of the 2nd ACM International Conference on Digital Libraries 1997:212–220. Available: ACM digital library.
- Nunamaker JF, Briggs RO, Mittleman DD, Vogel DR, Balthazard PA. Lessons from a decade of group support systems research. In: Proceedings of the 29th Hawaii International Conference on System Sciences. Wailea, HI, USA: IEEE Comput. Soc. Press. 1996:418–427
- Rosenberg, M. J. (2001) E-Learning. Strategies for Delivering Knowledge in the Digital Age. New York.
- Schreiber DA, Berge ZL. Distance Training. San Francisco, Jossey-Bass Publishers, 1998.
- Senn JA. Capitalising on interactive multimedia technologies in dynamic environments [online]. 1997. Available:http://crm. hct. ac. ae/021senn. html.
- Weston TJ, Barker L. Designing, implementing, and evaluatingWebbased learning modules for university students. Educational Technology 2001;41(4):15–22.
- Zhang, D. and J. Nunamaker (2003). "Powering E-Learning In the New Millennium: An Overview of E-Learning and Enabling Technology. " Information Systems Frontiers 5(2): 207-218.
- Zhang W. Chapter 8: Multimedia, technology, education and learning. Technological Innovations in Literacy and Social Studies Education [online], 1995.
- Available: http://tiger. coe. missouri. edu/?sslit95/.
Index Terms
Keywords