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A Novel Adaptive Mobile E-Learning Model

by Ahmed Abou Elfetouh S., Hazem M. El-bakry
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 63 - Number 14
Year of Publication: 2013
Authors: Ahmed Abou Elfetouh S., Hazem M. El-bakry
10.5120/10533-5517

Ahmed Abou Elfetouh S., Hazem M. El-bakry . A Novel Adaptive Mobile E-Learning Model. International Journal of Computer Applications. 63, 14 ( February 2013), 12-25. DOI=10.5120/10533-5517

@article{ 10.5120/10533-5517,
author = { Ahmed Abou Elfetouh S., Hazem M. El-bakry },
title = { A Novel Adaptive Mobile E-Learning Model },
journal = { International Journal of Computer Applications },
issue_date = { February 2013 },
volume = { 63 },
number = { 14 },
month = { February },
year = { 2013 },
issn = { 0975-8887 },
pages = { 12-25 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume63/number14/10533-5517/ },
doi = { 10.5120/10533-5517 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:14:20.038797+05:30
%A Ahmed Abou Elfetouh S.
%A Hazem M. El-bakry
%T A Novel Adaptive Mobile E-Learning Model
%J International Journal of Computer Applications
%@ 0975-8887
%V 63
%N 14
%P 12-25
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Adaptive E-Learning has become an important topic. It gives the student a central role in his/her own learning process. It allows students to try things out, participate in courses, tests and simulations like never before, and get more out of learning than before. On the other hand, mobile E-Learning has many advantages that contribute in enhancing and facilitating the learning process. In this paper, an adaptive mobile E-Learning (AME-Learning) model for system numbers, logic design, simplification of Boolean functions and related fields is presented. Such model presents suitable courses for each student in a dynamic and adaptive manner using existing database and workflow technologies. The presented model generates suitable units for each student in a dynamic form. Even the choice of effective E-Learning tools is seemingly endless. The main objective of this research work is to provide an AME-Learning model on based learners' personality using explicit and implicit feedback. To recognize the learner's style and profile, the dimensions given by both Felder-Silverman learning style model and our previous work [24-29] are developed. This is important to decide each individual learning style in order to accommodate different abilities for each student and develop his/her vital skills. Thus, the proposed model becomes more powerful, user friendly and easy to use and interpret. Finally, it suggests a learning strategy and appropriate electronic media that match the learner's preference. The proposed environment is designed by using Visual Basic for modeling and Microsoft word for creating materials.

References
  1. A. M. Riad, Hazem M. El-Bakry, and Samir M. Abd El-razek, " Design and Evaluation of Medical E-Learning Model," the 3rd WSEAS International Conference on Bioscience and Bioinformatics (ICBB '12), Montreux, Switzerland, December 29-31, 2012, pp. 265-272.
  2. N. S. Abu El-Ala, W. A. Awad and H. M. El-Bakry, " Cloud Computing for Solving E-Learning Problems," International Journal of Advanced Computer Science and Applications, vol. 3, No. 12, December 2012,pp. 135-137.
  3. Hazem El-Bakry, and Mohamed Hamada, "Adaptive E-Learning for Data Encoding and Computer Networks based on Learner's Styles," International Journal of Computer Networks and Security, vol. 22, issue 12, December 2012, pp. 333-142.
  4. A. M. Riad, Hazem M. El-Bakry, and Samir M. Abd El-razek, "Construction and Evaluation of Medical E-Learning System," International Journal of Computational Linguistics and Natural Language Processing, vol. 1, issue 4, November 2012, pp. 98-106.
  5. A. M. Riad, Hazem M. El-Bakry, and Samir M. Abd El-razek, "Simulation of Medical Consultation on Virtual Patient," International Journal of Computational Linguistics and Natural Language Processing, vol. 1, issue 3, October 2012, pp. 60-64.
  6. A. M. Riad, Hazem M. El-Bakry, and Samir M. Abd El-razek, " Design of Virtual Environment for Medical E-Learning," Global Advanced Research Journal of Engineering, Technology and Innovation, vol. 1, no. 6, September 2012, pp. 138-147.
  7. A. M. Riad, Hazem M. El-Bakry, and Samir M. Abd El-razek, "Virtual Investigation of Patients for Medical E-Learning," International Journal of Computer Science and Information Security, vol. 10, no. 7,August, 2012, pp. 6-10.
  8. Hazem M. El-Bakry, Ahmed A. Saleh and, Taghreed T. Asfour, "A Novel Adaptive E-Learning Model Based on Developed Learner's Styles," World Academy of Science, Engineering and Technology, vol. 60, 2011,pp. 1946-1953.
  9. Hazem M. El-Bakry, Ahmed A. Saleh, Taghreed T. Asfour, and Nikos Mastorakis, "A New Adaptive E-Learning Model Based on Learner's Styles," Proc. of 13th WSEAS Int. Conf. on MATHEMATICAL and COMPUTATIONAL METHODS in SCIENCE and ENGINEERING (MACMESE '11), Catania, Sicily, Italy, November 3-5, 2011, pp. 440-448.
  10. A. M. Riad, H. K. Elminir, H. M. El-bakry and H. A. El-Ghareeb, " Supporting Online Lectures with Adaptive and intelligent Features", International Journal of Research and Innovation, Advances in Information Sciences and Service Sciences (AISS), Vol. 3 , No. 1, 2011, pp. 47-53.
  11. Alaa M. Riad, Hazem M. El-Bakry, Hamdy K. Elminir, and Haitham A. El-Ghareeb, "Adaptive and intelligent E-Learning Model as a Solution for current E-learning Challenges," Mansoura Journal for Computer Science and Information Systems, vol. 1, no. 8, Jan 2010, pp. 15-25.
  12. Ahmed A. Saleh, Hazem M. El-Bakry, and Taghreed T. Asfour, "Design of Adaptive E-Learning for Logic Operations," International Journal of Education and Information Technologies, issue 2, vol. 4, 2010, pp. 49-56.
  13. Ahmed A. Saleh, Hazem M. El-Bakry, Taghreed T. Asfour, and Nikos Mastorakis "Adaptive E-Learning Framework for Digital Design," Proc. of 9th WSEAS International Conference on Telecommunications and Informatics, Italy, May 29-31, 2010, pp. 176-182.
  14. Ahmed A. Saleh, Hazem M. El-bakry, Taghreed T. Asfour, and Nikos Mastorakis "Adaptive E-Learning Tools for Numbering Systems," Proc. of 9th WSEAS International Conference on Applications of Computer Engineering (ACE'10), Penang, Malaysia, March 23-25, 2010, pp. 293-298.
  15. Ahmed A. Saleh, Hazem M. El-Bakry and, Taghreed T. Asfour, "AN ADAPTIVE E-LEARNING MODEL BASED ON LEARNER'S STYLES," Mansoura Journal for Computer Science and Information Systems, vol. 1, no. 8, Jan 2010, pp. 67-70.
  16. Ahmed A. Saleh, Hazem M. El-Bakry, and Mahmud Atta Alla, " Designing E-learning Management System Frame work For Telecom Egypt Training Sector," Mansoura Journal for Computer Science and Information Systems, vol. 1, no. 8, Jan 2010, pp. 51-60.
  17. Hazem M. El-Bakry, and Nikos Mastorakis, "Realization of E-University for Distance Learning," WSEAS Transactions on Computers, issue 1, vol. 8, Jan. 2009, pp. 48-62.
  18. Hazem M. El-Bakry, and Nikos Mastorakis "Advanced Technology for E-Learning Development," Proc. of Recent Advances in Applied Mathematics and Computational and Information Sciences, Houston, USA, April 30-May 2, 2009, pp. 501-522.
  19. Charles D. Dziuban, Joel L. Hartman, Patsy D. Moskal, "Blended Learning", Vol. 2004, Issue 7, Educase Connect, 2004.
  20. D. Randy Garrison, and Heather Kanuka,"Blended learning: Uncovering its transformative potential in higher education", The Internet and Higher Education, Volume 7, Issue 2, 2nd Quarter 2004, pp. 95-105.
  21. M. Hamada, "Supporting Materials for Active e-Learning in Computational Models," 8th international conference on Computational Science, Part II, Springer-Verlag Berlin, Heidelbergm, 2008, pp. 678 – 686.
  22. M. Hamada, "Visual Tools and Examples to Support Active E-Learning and Motivation with Performance Evaluation," Lecture Notes in Computer Science, vol. 3942, Springer-Verlag Berlin, Heidelberg, 2006, pp. 147-155.
  23. M. Hamada. "Web-based Tools for Active Learning in Information Theory," Proceedings of the 38th SIGCSE technical symposium on Computer science education vol. 38, 2007, pp. 60-64.
  24. M. Hamada, An Example of Virtual Environment and Web-based Application in Learning, International Journal of Virtual Reality, Vol. 7 No. 3, 2008, pp. 1-9.
  25. Y. Tamura, T. Yamamuro, and T. Okamoto, "Distributed and Learner Adaptive E-Learning Environment with Use of Web Services," Proceedings of the Sixth International Conference on Advanced Learning Technologies, 2006 .
  26. P. Kanaksabee, M. P. Odit, A. Ramdoyal " A Standard-Based Model For Adaptive E-Learning Platform For Mauritian Academic Institutions," Journal of International Education Research , Vol 7 No. 1, 2011, p. p. 109-118.
  27. T. I. Wang, K. T. Wang and Y. M. Huang: Using a style-based ant colony system for adaptive learning. ESWA, 2449-2464 (2008).
  28. Yasir Eltigani Ali Mustafa and Sami Mohamed Sharif, "An approach to Adaptive E-Learning Hypermedia System based on Learning Styles (AEHS-LS): Implementation and evaluation," International Journal of Library and Information Science, Vol. 3 No. 1, 2011, pp. 15 – 28.
  29. Paramythis and Reisinger. "Adaptive Learning Environments and E-Learning Standards". Electronic Journal of eLearning 2004. http://www. ejel. org/volume-2/vol2-issue1/issue1-art11-paramythis. pdf. Retrieved 2010-03-13.
  30. Practical Mobile eLearning Today: Real Solutions for Creating mLearning for Your Organization Right Now, Part 1, http://blogs. adobe. com/captivate/2012/04/practical-mobile-elearning-today-real-solutions-for-creating-mlearning-for-your-organization-right-now-part-1. html
  31. Fröschl, 2005 Fröschl, C. (2005). "User modeling and user profiling in adaptive E-Learning systems: an approach for a service-based personalization solution for the research project ADELE (Adaptive E-Learning with eye-tracking)", unpublished master's thesis, Institute for Information Systems and Computer Media (IICM), Faculty of Computer Science, Graz University of Technology, Graz, Austria.
  32. Robal, T. Kalja, A. , "Applying e-Environments in Teaching the Basics of Digital Logic, " mse, pp. 41-42, 2007 IEEE International Conference on Microelectronic Systems Education (MSE'07), 2007.
  33. Al-Zoubi, Abdullah and Jeschke, Sabina and Natho, Nicole and Pfeiffer, Olivier and Nsour, Jarir (2008) Integration of an Online Digital Logic Design Lab for IT Education. In: Proceedings of the 2008 ACM Information Technology Education Conference, ACM, pp. 237-241. ISBN 978-1-60558-329-7.
  34. Damm, M. , Bauer, F. , Zucker, G. "Solving Digital Logic Assignments with Automatic Verification in SCORM Modules", accepted at the ICL 2009.
  35. M Grigoriadou, Papanikolaou, K. Kornilakis. "INSPIRE: an intelligent system for personalized instruction in a remote environment", 3rd Workshop on Adaptive Hypertext and Hypermedia. Sonthofen, Germany, 2001.
  36. K. Logan, K. , P. Thomas: Learning style in Distance Education Students Learning to Program, Proc. Work. Psy. Prog. Int. group, Brunel University, pp. 29-44 (2002)
  37. E. El Bachari, E. Abdelwahed, M. El Adnani "Design of an Adaptive E-Learning Model Baased on Learner's Personality", MIC' 10 International Conference, Rabat-Morocco, November 2010.
  38. R. M. Felder, L. K. Silverman. : Learning and Teaching Styles in Engineering Education, EE, 78 (7), 674-681 (1988).
  39. Y. C. Liao, "Effects of hypermedia on students" achievement: A meta-analysis. Journal of Educational Multimedia and Hypermedia, 1999 pp. 255-277.
  40. L. J. Najjar, "Multimedia information and learning" Journal of Educational Multimedia and Hypermedia, 1996, pp. 129-150.
  41. A. L. Franzoni, A. L. and S. Assar: Student Learning styles Adaptation Method on Teaching strategies and Electronic Media, Edu. Tech. Soc. 12 (4) 15-29 (2009).
  42. P. Paredes and P. Rodriguez, "Considering sensingintuitive dimension to exposition-exemplification in adaptive sequencing", In Proceedings of the AH2002 Conference. Malaga, Spain, 2002, pp. 556-559.
  43. Hong, Hong, Kinshuk. "Adaptation to Student Learning Styles in Web Based Educational Systems. " Proceedings of ED-MEDIA 2004 - World Conference on Educational Multimedia, Hypermedia & Telecomunications. Lugano, Switzerland: L. Cantoni & C. McLoughlin, 2004, pp. 21-26.
  44. A. L. Franzoni, and S. Assar. "Using Learning Styles to enhance an E-Learning System. ", Proceedings of the 6th European Conference on E-Learning (ECEL 2007). Academic conference management (ACI),Copenhagen, Denmark, 2007, pp. 235-244.
Index Terms

Computer Science
Information Sciences

Keywords

Adaptive learning mobile learning Learning styles Teaching strategies

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