DIGITAL TECHNOLOGIES AS A MEANS OF ADAPTIVE LEARNING FOR HIGHER EDUCATION INFORMATICS AND MATHEMATICS
DOI:
https://doi.org/10.31110/2413-1571-2022-033-1-002Keywords:
adaptive learning, digital technologies, educational process, higher education seeker, teaching mathematics and computer scienceAbstract
Formulation of the problem. In the context of online / blended learning, the relevance of research on the use of digital technologies as a means of adaptive learning for higher education in computer science and mathematics is undeniable. Implementation of the principles of adaptive learning with the help of digital technologies provides significant opportunities for individualization and differentiation of the educational process by the cognitive characteristics and educational needs of each graduate.
Materials and Methods. The study is based on the work of domestic and foreign scientists. Theoretical and practical methods are used. Using the methods of system analysis and theoretical generalization a study of the implementation of adaptive learning in distance learning at Vinnytsia Mykhailo Kotsiubynskyi State Pedagogical University.
Results. It is substantiated that with the development of e-learning it became possible to effectively ensure the adaptability of the learning process of higher education in computer science and mathematics. Adaptation involves the analysis of individual characteristics and the initial level of training of students, the implementation of the process of interactive learning, evaluation of success criteria for the transition to the next level of education, and more. Methodical aspects of adaptive learning in the information educational system of a higher education institution are considered.
Conclusions. The system of adaptive teaching of mathematics and computer science provides the optimal adaptation of the educational process to individual characteristics and personal preferences of students, promotes their cognitive activity, increases motivation to learn, provides monitoring of learning, and adjusts it to achieve planned individual results. The adaptive learning system has the potential to ensure the full involvement of students in the process of building their individual educational trajectory, developing their activities, improving the individualization of the educational process, and more.
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REFERENCES (TRANSLATED AND TRANSLITERATED)
Bondar, V. I., Shaposhnikova, I. M., Opaliuk, T. L., & Franchuk, T. Y. (2014). Adaptyvne navchannia studentiv profesii vchytelia: teoriia i praktyka [Adaptive learning of students of the teaching profession: theory and practice]. Kyiv: National Pedagogical Dragomanov University. (in Ukrainian).
Djananjay, P., & Ajay, B. (2019). A Declarative Approach for an Adaptive Framework for Learning in Online Courses. 43rd Annual Computer Software and Applications Conference (COMPSAC). https://doi.org/10.1109/COMPSAC.2019.00039.
Ibrahim, M. S., & Hamada, M. (2016). Adaptive Learning Framework. 16th International Conference on Information Technology Based Higher Education and Training (ITHET). https://doi.org/10.1109/ITHET.2016.7760738.
Joo H., Park, J., & Kim, D. (2021). Visual representation fidelity and self-explanation prompts in multi-representational adaptive learning. Journal of Computer Assisted Learning, 37, 4, 1091-1106. https://doi.org/10.1111/jcal.12548.
Kosovets, O. P. (2020). Kompleksna adaptatsiia metodychnoi systemy navchannia informatyky uchniv v inkliuzyvnykh hrupakh [Comprehensive adaptation of the methodological system of teaching computer science to students in inclusive groups]. Academic notes. Series: Pedagogical Sciences. Kropyvnytskyi: EPC of Volodymyr Vynnychenko Central Ukrainian State Pedagogical University, 191, 105–108. https://doi.org/10.36550/2415-7988-2020-1-191-105-108. (in Ukrainian).
Opaliuk, T. L. (2015). Dydaktychni umovy realizatsii adaptyvnoi funktsii navchannia studentiv u protsesi profesiinoi pidhotovky vchytelia [Didactic conditions of realization of adaptive function of training of students in the course of professional training of the teacher] : the dissertation author's abstract ... the candidate of pedagogical sciences : 13.00.09. Ternopil, 20. (in Ukrainian).
Osadcha, K. P., Osadchyi, V. V., Spirin, O. M., & Kruhlyk, V. S. (2021). Kontseptualni zasady rozrobky adaptyvnoi systemy indyvidualizatsii ta personalizatsii profesiinoi pidhotovky maibutnikh fakhivtsiv v umovakh zmishanoho navchannia [Conceptual principles of development of adaptive system of individualization and personalization of professional training of future specialists in the conditions of blended learning]. Pedagogy of creative personality formation in higher and general education schools, 74, 65-70. (in Ukrainian).
Pryima, S. M. (2012). Osoblyvosti funktsionuvannia intelektualnykh adaptyvnykh navchalnykh system vidkrytoi osvity doroslykh [Features of functioning of intellectual adaptive educational systems of open adult education]. Herald of National Academy of the State Border Guard Service of Ukraine named after Bohdan Khmelnytskyi. Series: Pedagogical Sciences. Khmelnytskyi, 3. http://nbuv.gov.ua/UJRN/Vnadps_2012_3_21 (in Ukrainian).
Rohrkemper, M., & Corno, L. (1988). Success and Failure on Classroom Tasks: Adaptive Learning and Classroom Teaching. The Elementary School Journal, 88(3), 296-312.
Stratehiia rozvytku vyshchoi osvity v Ukraini na 2021-2031 roky. (2020). [Strategy for the development of higher education in Ukraine for 2021-2031]. Kyiv, 71. https://mon.gov.ua/storage/app/media/rizne/2020/09/25/rozvitku-vishchoi-osviti-v-ukraini-02-10-2020.pdf (in Ukrainian).
Tiutiun, L. А. & Soia, О. М. (2018). Zabezpechennia Е-learning za dopomohoiu personalnoho saitu bykladacha [Providing e-learning through the teacher's personal website]. Proceedings of the 2nd International Scientific and Practical Conference: Suchasni informatsiini tekhnolohii ta innovatsiini metodyky navchannia: dosvid, tendentsii, perspektyvy Modern information technologies and innovative education methods: experience, trends, perspectives/ Теrnopil, 247-249. (in Ukrainian).
Vanbecelaere, S., Van den Berghe, K., Cornillie, F., Sasanguie, D., Reynvoet, B., & Depaepe, F. (2020). The Effectiveness of Adaptive Versus Non-Adaptive Learning With Digital Educational Games. Journal of Computer Assisted Learning. https://doi.org/10.1111/jcal.12416.
Vinothini, K., Aida, M., & Imran, M. (2017). Adaptive learning system for higher learning. International Conference on Information Technology (ICIT) on May 17. https://doi.org/10.1109/ICITECH.2017.8079975.
Yelnykova, H. V., & Rostoka M. L. (ed.). (2021). Adaptyvni protsesy v osviti [Adaptive processes in education]. Collection of materials of the 6th All-Ukrainian Scientific Forum with international participation. Kharkiv, 3, 160. (in Ukrainian).
Zweig, A., & Chechik, G. (2017). Group online adaptive learning. Machine Learning. https://doi.org/10.1007/s10994-017-5661-5
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Copyright (c) 2022 Олена Косовець , Олена Соя , Ярослав Крупський , Любов Тютюн

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