Social Computing of the Social Well-being of Refugees and Internally Displaced Persons in Ukraine Using Data Mining Methods

dc.contributor.authorBiryukova, Marina
dc.contributor.authorKyrychenko, Iryna
dc.contributor.authorShanidze, Nadiia
dc.contributor.authorShanidze, Oleksandr
dc.date.accessioned2026-05-19T08:21:11Z
dc.date.issued2023
dc.description.abstractThe article is devoted to the study of the possibility of using intelligent computer systems using the analysis of knowledge bases on large arrays of sociological information. The state of social well-being of refugees and forcibly displaced persons during the military aggression against Ukraine in 2022 (N 1170) was studied using factor analysis, the method of classifications, methods of multidimensional scaling and two-dimensional distribution of data. The possibilities of computer processing of sociological information have been determined, which contributes to the emergence of approaches to obtaining new scientific knowledge, among which intelligent data analysis (IAD), based on the use of computer analysis methods and artificial intelligence in the search for latent knowledge hidden in arrays of source information.
dc.identifier.citationBiryukova M., Kyrychenko I., Shanidze N., Shanidze O. Social Computing of the Social Well-being of Refugees and Internally Displaced Persons in Ukraine Using Data Mining Methods. Computational Linguistics and Intelligent Systems : proc. of the 7th Intern. Conf., April 20-21, 2023 / ed.: Cherednichenko O., Chyrun L., Vysotska V. ; Université Lumière, Ivan Franko National University of Lviv, Osnabrück University. Kharkiv, 2023. 13 p. URL: https://ceur-ws.org/Vol-3403/paper32.pdf, (accessed 19.05.2026.).
dc.identifier.orcidhttps://orcid.org/0000-0003-0525-3659
dc.identifier.orcidhttps://orcid.org/0000-0002-7686-6439
dc.identifier.orcidhttps://orcid.org/0000-0002-9613-186X
dc.identifier.orcidhttps://orcid.org/0000-0002-0484-6746
dc.identifier.urihttps://repository.kpi.kharkov.ua/handle/KhPI-Press/102311
dc.language.isoen
dc.subjectsocial computing
dc.subjectsocial well-being
dc.subjectarray of sociological information
dc.subjectfactor analysis
dc.subjectrefugees and forcibly displaced persons
dc.titleSocial Computing of the Social Well-being of Refugees and Internally Displaced Persons in Ukraine Using Data Mining Methods
dc.typeArticle

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