Chapter IV. Artificial intelligence in management decision-making: prospects of federated learning

Головчак, Марія (orcid.org/0000-0002-9890-6948) (2025) Chapter IV. Artificial intelligence in management decision-making: prospects of federated learning . ФОП Ямчинський О.В., м. Київ, Україна, pp. 60-68. ISBN 978-617-8830-09-0

Text РОЗДІЛ IV..pdf Download (637kB)

Abstract

The theoretical foundations of the implementation of federated learning in the processes of managerial decision-making in the public sector are considered. The role of artificial intelligence in digital governance is highlighted, attention is focused on the advantages and challenges of using federated learning, in particular regarding confidentiality, data security and efficiency of information processing. An analysis of modern research is conducted and the prospects for the application of federated learning in public administration are identified. The results of the study may be useful for scientists, public servants and policymakers who seek to improve the efficiency of decision-making using innovative technologies.

Item Type:	Book
Additional Information:	Головчак Марія. Розділ IV. Штучний інтелект у прийнятті управлінських рішень: перспективи федеративного навчання. Штучний інтелект у науці : монографія / [авт. колектив]; за ред. Яцишина Андрія та Яцишин Анни. – Київ: ФОП Ямчинський О.В., 2025. – С. 60-68. ISBN 978-617-8830-09-0
Keywords:	artificial intelligence, federated learning, public decision-making, public administration, technology, digital governance, data privacy, information security, data analytics, intelligent management systems
Subjects:	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 Application-oriented computer-based techniques Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 3 Social Sciences > 35 Public administration. Government. Military affairs
Divisions:	Institute for Digitalisation of Education > Generic resouse
Depositing User:	д.пед.н. Анна Яцишин
Date Deposited:	26 Jan 2026 12:04
Last Modified:	26 Jan 2026 12:04
URI:	https://lib.iitta.gov.ua/id/eprint/748235

Downloads

Actions (login required)

View Item