The Review of the Adaptive Learning Systems for the Formation of Individual Educational Trajectory

Author:

Osadcha Kateryna,Osadchyi Viacheslav,Semerikov Serhiy,Chemerys Hanna,Chorna Alona

Abstract

The article is devoted to the review of the adaptive learning systems. We considered the modern state and relevance of usage of the adaptive learning systems to be a useful tool of the formation of individual educational trajectory for achieving the highest level of intellectual development according to the natural abilities and inclination with the help of formation of individual trajectory of education, the usage of adaptive tests for monitoring of the quality of acquired knowledge, the formation of complicated model of the knowledge assessment, building of the complicated model of the subject of education, in particular considering the social-emotional characteristics. The existing classification of the adaptive learning systems was researched. We provide the comparative analysis of relevant adaptive learning systems according to the sphere of usage, the type of adaptive learning, the functional purpose, the integration with the existing Learning Management Systems, the appliance of modern technologies of generation and discernment of natural language and courseware features, ratings are based on CWiC Framework for Digital Learning. We conducted the research of the geography of usage of the systems by the institutions of higher education. We describe the perspectives of effective usage of adaptive systems of learning for the implementation and support of new strategies of learning and teaching and improvement of results of studies.

Publisher

[б. в.]

Reference27 articles.

1. 1. Devedžic, V.: Web intelligence and artificial intelligence in education. Journal of Educational Technology & Society 7(4), 29-39 (2004)

2. 2. Gagarin, O.O., Tytenko, S.V.: The research and analysis of methods and models of intelligence systems of continuous education. Scientific news NTUU "KPI" 6(56), 37-48 (2007)

3. 3. Murray, Т.: Authoring Intelligent Tutoring Systems: An Analysis of the State of the Art. International Journal of Artificial Intelligence in Education 10, 98-129 (1999)

4. 4. Truong, M.H.: Integrating learning styles and adaptive e-learning system: Current developments, problems and opportunities. Computers in Human Behavior 55(B), 1185- 1193 (2016). doi:10.1016/j.chb.2015.02.014

5. 5. De Bra, P.: Web-based educational hypermedia. In: Romero, C., Ventura, S. (eds.) Data Mining in E-Learning, pp. 3-19. Universidad de Cordoba, Spain, WIT Press. http://wwwis.win.tue.nl/~debra/dm-elearning.pdf (2006). Accessed 20 March 2020

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