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Analysis and Classification of Methods and Tools Applicable to e-Learning

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Smart Mobile Communication & Artificial Intelligence (IMCL 2023)

Abstract

The development of digital technologies and their significance in the educational process is creating new opportunities for learning, leading to an increase in the use of e-learning. Over the past few years, this type of education has established itself as an important and flexible method, playing a key role in enriching the learning process. This report presents a comprehensive analysis of the evolution of methods and tools used in the field of e-learning, aiming to shed light on their significance and potential. In this context, a timeline has been prepared, identifying four key stages in the development of e-learning, including: the provision of online materials, the development of more interactive educational platforms, personalization of learning, and the integration of new technologies and innovations into the educational process. Adapting to technological advances in the field, the report offers a systematization of e-learning tools, highlighting the ways in which they evolve and adapt to meet contemporary educational needs and challenges. The report presents a taxonomy of contemporary e-learning methods based on three main criteria: communication time, approach to learning, and type of educational material. This taxonomy encourages a better understanding and categorization of diverse teaching methods, providing a foundation for the development of personalized educational programs that support individual educational needs.

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References

  1. Addimando, L.: Distance learning in pandemic age: lessons from a (no longer) emergency. Int. J. Environ. Res. Public Health 19(23), 16302 (2022). https://doi.org/10.3390/ijerph192316302

    Article  Google Scholar 

  2. Ahmed, S., Shehata, M., Hassanien, M.: Emerging faculty needs for enhancing student engagement on a virtual platform. MedEdPublish. 9(1), 75 (2020)

    Article  Google Scholar 

  3. Alhammad, M.M., Moreno, A.M.: Gamification in software engineering education: a systematic mapping. J. Syst. Softw. 141, 131–150 (2018)

    Article  Google Scholar 

  4. Amin, H., Shehata, M., Ahmed, S.: Step-by-step guide to create competency-based assignments as an alternative for traditional summative assessment. MedEdPublish. 9(1), 120 (2020)

    Article  Google Scholar 

  5. Aulakh, K., Roul, R.K., Kaushal, M.: E-learning enhancement through educational data mining with Covid-19 outbreak period in backdrop: A review. Int. J. Educ. Develop. 101, 2023, 102814, ISSN 0738–0593, https://doi.org/10.1016/j.ijedudev.102814, (2023)

  6. Berge, Z.L., Muilenburg, L.Y.: Handbook of Mobile Learning. Routledge, New York & London (2013)

    Book  Google Scholar 

  7. Borissova, D., et al. Application of information technology in the teaching of mathematics when study of 2D geometric shapes. In: 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO), pp. 638 – 643, https://doi.org/10.23919/MIPRO55190.2022.9803641 (2022)

  8. Bose, K.: An e Learning experience–A written analys is based on my experience in an eLearning pilot project.Campus-Wide Information System, 20(5),1 93–199 (2003)

    Google Scholar 

  9. Chen, C.-M.: Intelligent web-based learning system with personalized learning path guidance. Comput. Educ. 51(2), 787–814 (2008)

    Article  Google Scholar 

  10. Delaney, M.M., Friedman, M.I., Dolansky, M.A., Fitzpatrick, J.J.: Impact of a sepsis educational program on nurse competence. J. Contin. Educ. Nurs. 46, 179–186 (2015)

    Article  Google Scholar 

  11. Dodd,B.J., Antonenko,P.D.: Use of signaling to integrate desk top virtual reality ando nline learning management systems .Comput. Educ. 59(4),1099–1108. (2012)

    Google Scholar 

  12. El Gourari A., Skouri M., Raoufi M., Ouatik F. The future of the transition to e-learning and distance learning using artificial intelligence. In: 2020 Sixth International Conference on e-Learning (econf) IEEE; p. 279–284, (2020)

    Google Scholar 

  13. Flinspach, A.N., Raimann, F.J., Schalk, R., Bepler, L., Ruesseler, M., Flinspach, M.H., et al.: Epidural catheterization in obstetrics: a checklist-based Video assessment of free available video material. J. Clin. Med. 11(6), 1726 (2022)

    Article  Google Scholar 

  14. Froyd, J.E.: Evidence for the efficacy of student-active learning pedagogies. Project Kaleidoscope. 66(1), 64–74 (2007)

    Google Scholar 

  15. Garrison, R., Anderson, T.: E-learning in the 21st Century: A Framework for Research and Practice. Routledge Falmer, London (2003)

    Book  Google Scholar 

  16. Han, J., Pei, J., Kamber, M., Data mining: concepts and techniques. Elsevier. (2011)

    Google Scholar 

  17. Hope, J.K.: The Impact of Technology on School Leadership: In: Wang, V.X. (ed.) Encyclopedia of E-Leadership, Counseling and Training:, pp. 847–862. IGI Global (2012). https://doi.org/10.4018/978-1-61350-068-2.ch062

    Chapter  Google Scholar 

  18. Hope, J.K.: Could educational technology replace traditional schools in the future? encyclopedia of information science and technology. Fourth Edition. (2018). https://doi.org/10.4018/978-1-5225-2255-3.ch211

    Article  Google Scholar 

  19. Howard, M.S., Embree, J.L.: Educational intervention improves communication abilities of nurses encountering workplace incivility. J. Contin. Educ. Nurs. 51, 138–144 (2020)

    Article  Google Scholar 

  20. Jayne, B.C.: Technology paved the road for students in a high-school dropout recovery program to an online college class. Handbook Res. Learn. Outcomes Opportunities Digital Age. (2016). https://doi.org/10.4018/978-1-4666-9577-1.ch026

    Article  Google Scholar 

  21. Kassab, M., DeFranco, J., Laplante, P.: A systematic literature review on internet of things in education: benefits and challenges. J. Comput. Assist. Learn. 36(2), 115–127 (2020)

    Article  Google Scholar 

  22. Khalil, M., Wong, J., et al. Gamification in MOOCs: A review of the state of the art. In: IEEE Global Engineering Education Conference, EDUCON (2018)

    Google Scholar 

  23. Kostadinova, I., Rasheva-Yordanova, K., Ivanov, I., Petrova, P.: Automated system for generating and validation a learning tests. In: ICERI2017 Proceedings, 414–424 (2017)

    Google Scholar 

  24. Kukulska-Hulme, A.: Mobile Learning: A Handbook for Educators and Trainers. Routledge, London & New York (2005)

    Google Scholar 

  25. Leadbeater, C. The shape of things to come: personalized learning through collaboration. In: NCSL (2005)

    Google Scholar 

  26. Lee, Y.H., Hsieh, Y.C., Hsu, C.N.: Adding innovation diffusion theory to the technology acceptance model: supporting employees’ intentions to use e-learning systems. J. Educ. Technol. Society, 14(4), (2011)

    Google Scholar 

  27. Macgregor, G., Turner, J.: Revisiting e-learning effectiveness: proposing a conceptual model. Interact. Technol. Smart Educ. 6(3), 156–172 (2009)

    Google Scholar 

  28. Majuri, J., Koivisto, J., et al.: Gamification of education and learning: a review of empirical literature. In: CEUR Workshop Proceedings (2018)

    Google Scholar 

  29. Malhi, M.S., Iqbal, U., Nabi, M.M., Malhi, M.A.I.: E-learning based on cloud computing for educational institution: security issues and solutions. Int. J. Electron. Inf. Eng. 12(4), 162–169 (2020)

    Google Scholar 

  30. McGill, T.J., Klobas, J.E.: A task–technology fit view of learning management system impact. Comput. Educ. 52(2), 496–508 (2009)

    Article  Google Scholar 

  31. ONeill K., Robb M., Kennedy R., Bhattacharya A., Dominici NR., Murphy A. Mobile technology, just-in-time learning and gamifcation: innovative strategies for a CAUTI Education Program. Online J Nurs Inform. 22(2). https://www.himss.org/resources/mobile-technology-justtime-learning-and-gamification-innovative-strategies-cauti. Accessed 5 Jul 2023

  32. Ozdamli, S. K. A. F.: A review of research on gamification approach in education (2018)

    Google Scholar 

  33. Priatna, T., Maylawati, D., Sugilar, H., Ramdhani, M.: 2020. Key success factors of e- learning implementation in higher education. Int. J. Emerg. Technol. Learn. (iJET) 15(17), 101–114, (2020)

    Google Scholar 

  34. Rodrigues, H., Almeida, F., Figueiredo, V., Lopes, S.L.: Tracking e-learning through published papers: a systematic review. Comput. Educ. 136, 87–98 (2019)

    Article  Google Scholar 

  35. Salazar, R.M.P., Arcos, G.R.T., Cadena, K.Á.Á.: Academic E-branding focused on higher education institutions: analyzing digital visibility in latin american and european universities. Improv. Univ. Reput. Acad. Digital Brand. (2021). https://doi.org/10.4018/978-1-7998-4930-8.ch006

    Article  Google Scholar 

  36. Staneva, A., Ivanova, T., Rasheva-Yordanova, K., BorissovaGamification in Education: Building an Escape Room using VR Technologies. Proceedings from MIPRO, D.: 46th International Convention May 23–27. Opatija, Croatia, ISSN 1847–3946, 2023 (2023). https://doi.org/10.23919/MIPRO57284.2023.10159923,23483557

    Article  Google Scholar 

  37. Staneva, A., Rasheva-Yordanova, K., Borissova, D.: Integration multimedia and virtual reality in the online teaching of fine Arts. In: Proceedings from Digital Presentation and Preservation of Cultural and Scientific Heritage. Conference Proceedings. Vol. 12, Sofia, Bulgaria: Institute of Mathematics and Informatics – BAS, ISSN: 1314–4006, eISSN: 2535–0366, pp. 89–98.ISSN: 1314–4006, eISSN: 2535–0366 (2022)

    Google Scholar 

  38. Shehata, M.H., et al.: A toolbox for conducting an online OSCE. Clin. Teacher 18(3), 236–242 (2020). https://doi.org/10.1111/tct.13285

    Article  MathSciNet  Google Scholar 

  39. Shahabadi, M.M., Uplane, M.: Synchronous and asynchronous e-learning Styles and academic performance of e-learners. Procedia Soc. Behav. Sci. 176, 129–138 (2015)

    Article  Google Scholar 

  40. Soni, V.D.: IOT connected with e-learning. Vishal Dineshkumar Soni. IOT Connect. e-Learn. Int. J. Integr. Educ. 2(5), 273–277 (2019)

    Google Scholar 

  41. Trudeau, K.J., Hildebrand, C., Garg, P., Chiauzzi, E., Zacharof, K.L.: A randomized controlled trial of the efects of online pain management education on primary care providers. Pain Med. 18, 680–692 (2017)

    Google Scholar 

  42. Tull, S., Dabner, N., Arthur, K.A.: Social media and e-learning in response to seismic events: resilient practices. J. Open, Flexible, Distance Learn. 21(1), 63–76 (2017)

    Article  Google Scholar 

  43. Turnbull, D., Chugh, R., Luck, J.: Transitioning to e-learning during the COVID-19 pandemic: how have higher education institutions responded to the challenge? Educ. Inf. Technol. 26(5), 6401–6419 (2021). https://doi.org/10.1007/s10639-021-10633-w

    Article  Google Scholar 

  44. Yeo, C.L., Ho, S.K.Y., Tagamolila, V.C., Arunachalam, S., Bharadwaj, S.S., Poon, W.B., et al.: Use of web-based game in neonatal resuscitation - is it efective? BMC Med. Educ. 20, 170 (2020)

    Article  Google Scholar 

  45. Williams, K., Abd-Hamid, N.H., Perkhounkova, Y.: Transitioning communication education to an interactive online module format. J. Contin. Educ. Nurs. 48, 320–328 (2017)

    Article  Google Scholar 

  46. Zhang, R., Bi, N.C., Mercado, T.: Do zoom meetings really help? A comparative analysis of synchronous and asynchronous online learning during Covid-19 pandemic. J. Comput. Assist. Learn. (2022)

    Google Scholar 

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Correspondence to Milena Bankovska .

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Bankovska, M., Rasheva-Yordanova, K., Borissova, D., Stoev, S. (2024). Analysis and Classification of Methods and Tools Applicable to e-Learning. In: Auer, M.E., Tsiatsos, T. (eds) Smart Mobile Communication & Artificial Intelligence. IMCL 2023. Lecture Notes in Networks and Systems, vol 936. Springer, Cham. https://doi.org/10.1007/978-3-031-54327-2_24

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  • DOI: https://doi.org/10.1007/978-3-031-54327-2_24

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