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Education and Information Technologies

Erschienen in:

22.08.2019

Novel approach for adaptive flipped classroom based on learning management system

verfasst von: Fatima Ezzahraa Louhab, Ayoub Bahnasse, Faycal Bensalah, Azeddine Khiat, Yousaf Khiat, Mohamed Talea

Erschienen in: Education and Information Technologies | Ausgabe 2/2020

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Abstract

Today with the technology development, the learning activity takes some different methods and approaches. Among these approaches, we can talk about virtual learning using the learning management systems and the flipped classroom concept. Moodle platform represents one of these systems. The limitation of this Platform is the lack of an integrated adaptive mechanism to manage the students’ learning process. In this paper, we present a model that can be combined with the Moodle platform to provide students with an adapted content according to their knowledge level and skills. Also, offer the instructors the ability to manage the learning mechanism of their students in the context of flipped learning. The model was validated by the implementation of the Smart Adaptive Management for Flipped Learning (SAM-FL) plugin. The proposed model is based on several hierarchical agents allowing modularity in the development of course content and tests’ thresholds. The evaluation of the model was carried out objectively by comparing learner output levels against entry levels, and subjectively by performing a quality of experience with the learners. The obtained results showed the model effectiveness in terms of learners’ improvement levels and acceptance of our solution towards them.

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Al-Ajlan, A., & Zedan, H. (2008). Why moodle. In 2008 12th IEEE International Workshop on Future Trends of Distributed Computing Systems (pp. 58–64). IEEE. https://doi.org/10.1109/ftdcs.2008.22.

Aroyo, L., Dolog, P., Houben, G.-J., Kravcik, M., Naeve, A., Nilsson, M., et al. (2006). Interoperability in personalized adaptive learning. Journal of Educational Technology & Society, 9(2), 4–18.

Batanero, C., Otón, S., Alonso, J., & Holvikivi, J. (2014). Considering student personal needs and preferences and accessible learning objects to adapt Moodle learning platform.

Bergmann, J., & Sams, A. (2012). How the flipped classroom is radically transforming learning. In The Daily Riff (Vol. 2012, pp. 1–3).

Bicans, J., & Grundspenkis, J. (2017). Student learning style extraction from on-campus learning context data. Procedia Computer Science, 104, 272–278. https://doi.org/10.1016/j.procs.2017.01.135.CrossRef

Brandl, K. (2005). Review of are you ready to "Moodle"? Language Learning & Technology, 9(2), 16–23.

Buhai, I., & Leancă, P. (2016). Using Moodle resources in teaching, learning and assessment. eLearning & Software for Education, 3.

Butt, A. (2014). Student views on the use of a flipped classroom approach: Evidence from Australia. Business Education & Accreditation, 6(1), 33.

Chikh, A. (2014). A general model of learning design objects. Journal of King Saud University-Computer and Information Sciences, 26(1), 29–40. https://doi.org/10.1016/j.jksuci.2013.03.001.CrossRef

Costa, C., Alvelos, H., & Teixeira, L. (2012). The use of Moodle e-learning platform: A study in a Portuguese University. Procedia Technology, 5, 334–343. https://doi.org/10.1016/j.protcy.2012.09.037.CrossRef

Davies, R. S., Dean, D. L., & Ball, N. (2013). Flipping the classroom and instructional technology integration in a college-level information systems spreadsheet course. Educational Technology Research and Development, 61(4), 563–580. https://doi.org/10.1007/s11423-013-9305-6.CrossRef

DeLozier, S. J., & Rhodes, M. G. (2017). Flipped classrooms: A review of key ideas and recommendations for practice. Educational Psychology Review, 29(1), 141–151. https://doi.org/10.1007/s10648-015-9356-9.CrossRef

Dougiamas, M. (2011). MOODLE-the modular object-oriented distributed learning environment.

El Bachari, E., Abelwahed, E. H., & El Adnani, M. (2012). An adaptive teaching strategy model in e-learning using learners’ preference: LearnFit framework. International Journal of Web Science, 1(3), 257–274. https://doi.org/10.1504/ijws.2012.045815.CrossRef

El-Bishouty, M. M., Chang, T.-W., Graf, S., & Chen, N.-S. (2014). Smart e-course recommender based on learning styles. Journal of Computers in Education, 1(1), 99–111. https://doi.org/10.1007/s40692-014-0003-0.CrossRef

Evseeva, A., & Solozhenko, A. (2015). Use of flipped classroom technology in language learning. Procedia-Social and Behavioral Sciences, 206, 205–209. https://doi.org/10.1016/j.sbspro.2015.10.006.CrossRef

Findlay-Thompson, S., & Mombourquette, P. (2014). Evaluation of a flipped classroom in an undergraduate business course. Business Education & Accreditation, 6(1), 63–71.

Gilboy, M. B., Heinerichs, S., & Pazzaglia, G. (2015). Enhancing student engagement using the flipped classroom. Journal of Nutrition Education and Behavior, 47(1), 109–114. https://doi.org/10.1016/j.jneb.2014.08.008.CrossRef

Gnaur, D., & Hüttel, H. (2014). How a flipped learning environment affects learning in a course on theoretical computer science. In International Conference on Web-Based Learning (pp. 219–228). Springer. https://doi.org/10.1007/978-3-319-09635-3_25.CrossRef

Gómez, S., Zervas, P., Sampson, D. G., & Fabregat, R. (2014). Context-aware adaptive and personalized mobile learning delivery supported by UoLmP. Journal of King Saud University-Computer and Information Sciences, 26(1), 47–61. https://doi.org/10.1016/j.jksuci.2013.10.008.CrossRef

Huang, H.-C., Wang, T.-Y., & Hsieh, F.-M. (2012). Constructing an adaptive mobile learning system for the support of personalized learning and device adaptation. Procedia-Social and Behavioral Sciences, 64, 332–341. https://doi.org/10.1016/j.sbspro.2012.11.040.CrossRef

Hwang, G.-J., Lai, C.-L., & Wang, S.-Y. (2015). Seamless flipped learning: A mobile technology-enhanced flipped classroom with effective learning strategies. Journal of Computers in Education, 2(4), 449–473. https://doi.org/10.1007/s40692-015-0043-0.CrossRef

Itmazi, J. A., Megías, M. G., Paderewski, P., & Vela, F. L. G. (2005). A comparison and evaluation of open source learning managment systems. IADIS AC, 1(11).

Jing, M. (2016). The application of Moodle-based platform in college English learning. Sino-US English Teaching, 13(5), 332–337. https://doi.org/10.17265/1539-8072/2016.05.003.CrossRef

Kerimbayev, N., Kultan, J., Abdykarimova, S., & Akramova, A. (2017). LMS Moodle: Distance international education in cooperation of higher education institutions of different countries. Education and Information Technologies, 22(5), 2125–2139. https://doi.org/10.1007/s10639-016-9534-5.CrossRef

Kumar, S., Gankotiya, A. K., & Dutta, K. (2011). A comparative study of moodle with other e-learning systems. In 2011 3rd International Conference on Electronics Computer Technology (Vol. 5, pp. 414–418). IEEE. https://doi.org/10.1109/icectech.2011.5942032.

Lage, M. J., Platt, G. J., & Treglia, M. (2000). Inverting the classroom: A gateway to creating an inclusive learning environment. The Journal of Economic Education, 31(1), 30–43. https://doi.org/10.1080/00220480009596759.CrossRef

Liberona, D., & Fuenzalida, D. (2014). Use of Moodle platforms in higher education: A Chilean case. In International Workshop on Learning Technology for Education in Cloud (pp. 124–134). Springer. https://doi.org/10.1007/978-3-319-10671-7_12.

Limniou, M., Schermbrucker, I., & Lyons, M. (2018). Traditional and flipped classroom approaches delivered by two different teachers: The student perspective. Education and Information Technologies, 23(2), 797–817. https://doi.org/10.1007/s10639-017-9636-8.CrossRef

Lo, C. K., & Hew, K. F. (2017). A critical review of flipped classroom challenges in K-12 education: Possible solutions and recommendations for future research. Research and Practice in Technology Enhanced Learning, 12(1), 4. https://doi.org/10.1186/s41039-016-0044-2.CrossRef

Louhab, F. E., Bahnasse, A., & Talea, M. (2017). Towards a contextual mobile learning deployment: An overview. International Journal of Computer Science and Network Security, 17(7), 80–88.

Louhab, F. E., Bahnasse, A., & Talea, M. (2018a). Considering mobile device constraints and context-awareness in adaptive mobile learning for flipped classroom. Education and Information Technologies, 23(6), 2607–2632. https://doi.org/10.1007/s10639-018-9733-3.CrossRef

Louhab, F. E., Bahnasse, A., & Talea, M. (2018b). Towards an adaptive formative assessment in context-aware mobile learning. Procedia Computer Science, 135, 441–448. https://doi.org/10.1016/j.procs.2018.08.195.CrossRef

Mason, G. S., Shuman, T. R., & Cook, K. E. (2013). Comparing the effectiveness of an inverted classroom to a traditional classroom in an upper-division engineering course. IEEE Transactions on Education, 56(4), 430–435. https://doi.org/10.1109/te.2013.2249066.CrossRef

Novo-Corti, I., Varela-Candamio, L., & Ramil-DíAz, M. (2013). E-learning and face to face mixed methodology: Evaluating effectiveness of e-learning and perceived satisfaction for a microeconomic course using the Moodle platform. Computers in Human Behavior, 29(2), 410–415. https://doi.org/10.1016/j.chb.2012.06.006.CrossRef

O'Flaherty, J., & Phillips, C. (2015). The use of flipped classrooms in higher education: A scoping review. The Internet and Higher Education, 25, 85–95. https://doi.org/10.1016/j.iheduc.2015.02.002.CrossRef

Oxman, S., Wong, W., & Innovations, D. (2014). White paper: Adaptive learning systems. Integrated Education Solutions, 6–7.

Paulsen, M. F. (2003). Experiences with learning management systems in 113 European institutions. Journal of Educational Technology & Society, 6(4), 134–148.

Petersen, S. A., & Markiewicz, J.-K. (2008). PALLAS: personalised language learning on mobile devices. In Fifth IEEE International Conference on Wireless, Mobile, and Ubiquitous Technology in Education (wmute 2008) (pp. 52–59). IEEE. https://doi.org/10.1109/WMUTE.2008.17.

Poka, Ș., & Herman, C. (2016). Online Evaluation At Mathematics On Moodle Platform With Items Containing Wiris Variables. eLearning & Software for Education, 3.

Saleena, B., & Srivatsa, S. (2015). Using concept similarity in cross ontology for adaptive e-learning systems. Journal of King Saud University-Computer and Information Sciences, 27(1), 1–12. https://doi.org/10.1016/j.jksuci.2014.03.007.CrossRef

Sánchez, R. A., & Hueros, A. D. (2010). Motivational factors that influence the acceptance of Moodle using TAM. Computers in Human Behavior, 26(6), 1632–1640. https://doi.org/10.1016/j.chb.2010.06.011.CrossRef

Toth, A., Pentelenyi, P., & Tóth, P. (2006). Virtual learning aspects of curriculum development in technical teacher training. In 2006 International Conference on Intelligent Engineering Systems (pp. 308–313). IEEE. https://doi.org/10.1109/ines.2006.1689389.

Yang, G., & Graf, S. (2010). A practical student model for a location-aware and context-sensitive personalized adaptive learning system. In 2010 International Conference on Technology for Education (pp. 130–133). IEEE. https://doi.org/10.1109/ines.2006.1689389.

Titel: Novel approach for adaptive flipped classroom based on learning management system
verfasst von: Fatima Ezzahraa Louhab
Ayoub Bahnasse
Faycal Bensalah
Azeddine Khiat
Yousaf Khiat
Mohamed Talea
Publikationsdatum: 22.08.2019
Verlag: Springer US
Erschienen in: Education and Information Technologies / Ausgabe 2/2020
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI: https://doi.org/10.1007/s10639-019-09994-0

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