The task of analyzing publications to build a forecast for changes in cryptocurrency rates

dc.contributor.authorGavrylenko, O.
dc.contributor.authorMiahkyi, M.
dc.contributor.authorZhurakovskyi, Y.
dc.date.accessioned2023-02-17T14:19:18Z
dc.date.available2023-02-17T14:19:18Z
dc.date.issued2022
dc.description.abstractenAn analysis of methods, areas of application, and approaches to analyzing publications and forecasting events based on the data collected, and also was given a concept of the impact of publications on the change of cryptocurrency course. The substantiation of urgency of a theme is presented and possibilities of corresponding application of results of work are described. The main stages of working with event forecasting data are identified, namely: preliminary data processing, their further analysis and forecasting. One of the key factors in the formation of preliminary requirements is the definition of target data, i.e. those in which there will be keywords and a certain emotional color. In addition, it is also necessary to identify target experts, i.e. to select people whose positions, in our opinion, will have a significant impact on the further formation of the information flow. The relevance of using the introduced ratio of emotional coloring of target posts and the interest of target persons has been revealed.uk
dc.format.pagerangeС. 90-99uk
dc.identifier.citationGavrylenko, O. The task of analyzing publications to build a forecast for changes in cryptocurrency rates / O. Gavrylenko, M. Miahkyi, Y. Zhurakovskyi // Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник. – 2022. – № 2 (41). – С. 90-99. – Бібліогр.: 7 назв.uk
dc.identifier.doihttps://doi.org/10.20535/1560-8956.41.2022.271349
dc.identifier.urihttps://ela.kpi.ua/handle/123456789/52747
dc.language.isoenuk
dc.publisherКПІ ім. Ігоря Сікорськогоuk
dc.publisher.placeКиївuk
dc.sourceАдаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник, 2022, № 2 (41)uk
dc.subjectcryptocurrencyuk
dc.subjectrevent forecastinguk
dc.subjectdata processinguk
dc.subjectdata analysisuk
dc.subjectforecast constructionuk
dc.subjecttarget datauk
dc.subjecttarget expertsuk
dc.subjectemotional coloringuk
dc.subjectinformation flowuk
dc.subjectcontent monitoringuk
dc.subject.udc681.513.7; 519.688uk
dc.titleThe task of analyzing publications to build a forecast for changes in cryptocurrency ratesuk
dc.typeArticleuk

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