Development of the architecture of a software system for complex data analysis using Big Data technologies

- Петрик, В.М. (orcid.org/0009-0009-3863-6550) and Гриб'юк, О.О. (orcid.org/0000-0003-3402-0520) (2024) Development of the architecture of a software system for complex data analysis using Big Data technologies In: Математичні дослідження здобувачів вищої освіти і молодих учених як підгрунтя технічного та економічного відновлення України: матеріали Всеукраїнської науково-практичної конференції здобувачів вищої освіти та молодих вчених . ХНАДУ, м. Харків, Україна, pp. 198-202.

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Abstract

The relevance of the topic of developing the architecture of a software system for complex data analysis using Big Data technologies is obvious in the modern information society. Advances in digital technology have led to an exponential increase in the amount of data that needs to be processed and analysed. The research work carried out a thorough analysis of existing systems for complex data analysis using artificial intelligence technologies. The development of a software system for complex data analysis using Big Data technologies meets the current needs of the modern world and is an important stage in the development of the information society.

Item Type:	Book Section
Keywords:	Big Data, exploratory learning, variational models, computer modelling, artificial intelligence, data analysis, COMSRL.
Subjects:	Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 001 Science and knowledge in general. Organization of intellectual work > 001.9 Dissemination of ideas Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.01/.08 Спеціальні визначники для позначення процесів оброблення даних із застосуванням комп'ютера Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.2 Computer architecture Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.9 ІКТ ( Application-oriented computer-based techniques )
Divisions:	Institute for Digitalisation of Education > Department of Cloud-Oriented Systems and Artificial Intelligence in Education
Depositing User:	Старший науковий співробітник О.О. Гриб'юк
Date Deposited:	08 Jul 2024 09:19
Last Modified:	08 Jul 2024 09:19
URI:	https://lib.iitta.gov.ua/id/eprint/741692

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