A Novel Adaptive E-Learning Model Based On Developed Learner'S Styles

• Main Authors: El-Bakry, Hazem M., Saleh, Ahmed A., Taghreed T. Asfour
• Format: Text
• Language: English
• Published: Zenodo 2011
• Subjects: Adaptive learning; Learning styles; Teaching strategies.; Damm; Natho; Rodriguez; sami
• Online Access: https://dx.doi.org/10.5281/zenodo.1084668; https://zenodo.org/record/1084668

Adaptive e-learning today gives the student a central role in his own learning process. It allows learners to try things out, participate in courses like never before, and get more out of learning than before. In this paper, an adaptive e-learning model for 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 main objective of this research work is to provide an adaptive e-learning model based learners' personality using explicit and implicit feedback. To recognize the learner-s, we develop dimensions to decide each individual learning style in order to accommodate different abilities of the users and to develop 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. : {"references": ["Y. Tamura, T. Yamamuro, and T. Okamoto, \"Distributed and Learner\nAdaptive E-Learning Environment with Use of Web Services,\"\nProceedings of the Sixth International Conference on Advanced\nLearning Technologies, 2006 .", "P. Kanaksabee, M. P. Odit, A. Ramdoyal \" A Standard-Based Model For\nAdaptive E-Learning Platform For Mauritian Academic Institutions,\"\nJournal of International Education Research , Vol 7 No. 1, 2011,\np.p.109-118.", "T.I. Wang, K.T.Wang and Y.M. Huang: Using a style-based ant colony\nsystem for adaptive learning. ESWA, 2449-2464 (2008).", "Yasir Eltigani Ali Mustafa and Sami Mohamed Sharif, \"An approach to\nAdaptive E-learning Hypermedia System based on Learning Styles\n(AEHS-LS): Implementation and evaluation,\" International Journal of\nLibrary and Information Science, Vol. 3 No. 1, 2011, pp. 15 - 28.", "Paramythis and Reisinger. \"Adaptive Learning Environments and e-\nLearning Standards\". Electronic Journal of eLearning 2004.\nhttp://www.ejel.org/volume-2/vol2-issue1/issue1-art11-paramythis.pdf.\nRetrieved 2010-03-13.", "Fr\u00f6schl, 2005 Fr\u00f6schl, C. (2005). \"User modeling and user profiling in\nadaptive e-learning systems: an approach for a service-based\npersonalization solution for the research project ADELE (Adaptive e-\nLearning with eye-tracking)\", unpublished master's thesis, Institute for\nInformation Systems and Computer Media (IICM), Faculty of Computer\nScience, Graz University of Technology, Graz, Austria.", "Robal, T. Kalja, A. , \"Applying e-Environments in Teaching the Basics\nof Digital Logic, \" mse, pp.41-42, 2007 IEEE International Conference\non Microelectronic Systems Education (MSE'07), 2007.", "Al-Zoubi, Abdullah and Jeschke, Sabina and Natho, Nicole and Pfeiffer,\nOlivier and Nsour, Jarir (2008) Integration of an Online Digital Logic\nDesign Lab for IT Education. In: Proceedings of the 2008 ACM\nInformation Technology Education Conference.ACM, pp. 237-241.\nISBN 978-1-60558-329-7.", "Damm, M., Bauer, F., Zucker, G. \"Solving Digital Logic Assignments\nwith Automatic Verification in SCORM Modules\", accepted at the ICL\n2009.\n[10] M Grigoriadou, Papanikolaou, K. Kornilakis. \"INSPIRE: an intelligent\nsystem for personalized instruction in a remote environment\", 3rd\nWorkshop on Adaptive Hypertext and Hypermedia. Sonthofen,\nGermany, 2001.\n[11] K. Logan, K., P. Thomas: Learning style in Distance Education Students\nLearning to Program, Proc. Work. Psy. Prog. Int. group, Brunel\nUniversity, pp. 29-44 (2002)\n[12] E. El Bachari, E. nAbdelwahed, M.El Adnani \"Design of an Adaptive\nE-learning Model Baased on Learner's Personality\", MIC' 10\nInternational Conference, Rabat-Morocco, November 2010.\n[13] Y.C. Liao, \"Effects of hypermedia on students\" achievement: A metaanalysis.\nJournal of Educational Multimedia and Hypermedia, 1999 pp.\n255-277.\n[14] L.J. Najjar, \"Multimedia information and learning\" Journal of\nEducational Multimedia and Hypermedia, 1996, pp. 129-150.\n[15] A. L. Franzoni, A. L. and S. Assar: Student Learning styles Adaptation\nMethod on Teaching strategies and Electronic Media, Edu. Tech. Soc.\n12 (4) 15-29 (2009).\n[16] P. Paredes and P. Rodriguez, \"Considering sensingintuitive dimension to\nexposition-exemplification in adaptive sequencing\", In Proceedings of\nthe AH2002 Conference.Malaga, Spain, 2002, pp. 556-559.\n[17] Hong, Hong, Kinshuk. \"Adaptation to Student Learning Styles in Web\nBased Educational Systems.\" Proceedings of ED-MEDIA 2004 - World\nConference on Educational Multimedia, Hypermedia &\nTelecomunications. Lugano, Switzerland: L. Cantoni & C. McLoughlin,\n2004, pp. 21-26.\n[18] A.L. Franzoni, and S. Assar.\"Using Learning Styles to enhance an e-\nLearning System.\", Proceedings of the 6th European Conference on e-\nLearning (ECEL 2007). Academic conference management\n(ACI),Copenhagen, Denmark, 2007, pp. 235-244.\n[19] Vladimir Mateev, Svilena Todorova , Angel Smrikarov, Test system in\ndigital logic design virtual laboratory: tasks delivery, Proceedings of the\n2007 international conference on Computer systems and technologies,\nJune 14-15, 2007, Bulgaria.\n[20] Damm, M., Bauer, F., Zucker, G. 'Solving Digital Logic Assignments\nwith Automatic Verification in SCORM Modules', accepted at the ICL\n2009.\n[21] Al-Zoubi, Abdullah and Jeschke, Sabina and Natho, Nicole and Pfeiffer,\nOlivier and Nsour, Jarir (2008) Integration of an Online Digital Logic\nDesign Lab for IT Education. In: Proceedings of the 2008 ACM\nInformation Technology Education Conference. ACM, pp. 237-241.\nISBN 978-1-60558-329-7.\n[22] Vladimir Mateev. \"Virtual Instrument for Truth Table Construction of\nAnalytically-defined Boolean Functions\" International Conference on\nComputer Systems and Technologies (CompSysTech-08), 2008.\n[23] R. M. Felder, L. K. Silverman.: Learning and Teaching Styles in\nEngineering Education, EE, 78 (7), 674-681 (1988)."]}