Current trends in the development of big data based information systems for educational purposes
Автор: Natapov M.L.
Журнал: Вестник Российского нового университета. Серия: Человек и общество @vestnik-rosnou-human-and-society
Рубрика: Экономические науки
Статья в выпуске: 1, 2024 года.
Бесплатный доступ
Education changes lives and changes itself through the introduction of educational technologies. Advanced technologies not only facilitate access to learning processes, but also make them more knowledge-intensive and human-centered. One of such breakthrough technologies is big Data. The article underlines the importance of information systems based on data sets for education by exploring the benefits of this approach to improve learning. The author applies various methods, including literature review and benchmarking, to examine key aspects of the topic. The focus is on the role of Big Data in education and methods for integrating it. The article provides an overview of current trends in information systems and adduces the examples of their implementation in educational institutions, and highlights potential areas for further research. The author emphasizes that the interaction of artificial intelligence and Big Data in education creates powerful synergies. Artificial intelligence algorithms are able to analyze the vast amounts of data generated in the education sector, providing insights into things previously considered impossible. A data-based approach to education can improve the quality of teaching and learning, making education more effective.
Education technologies, big data, information systems, machine learning, soft ware, ai
Короткий адрес: https://sciup.org/148328294
IDR: 148328294 | DOI: 10.18137/RNU.V9276.24.01.P.109