The algorithm for predicting the cryptocurrency rate taking into account the influence of posts of a group of famous people in social networks
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Дата
2023
Автори
Науковий керівник
Назва журналу
Номер ISSN
Назва тому
Видавець
КПІ ім. Ігоря Сікорського
Анотація
Abstract. This article presents an algorithm for predicting the rate of a selected cryptocurrency, taking into account the posts of a group of famous people in a par ticular social network. The celebrities chosen as experts, i.e., famous personalities whose posts on social networks were studied, are either familiar with the financial industry, particularly the cryptocurrency market, or some cryptocurrency. The data set used was the actual rates of the cryptocurrency in question for the selected period and the statistics of expert posts in the selected social network. The study used methods such as the full probability formula and the Bayesian formula. It was found that posts by famous people on social media differently affected cryptocurrency rates. The “main” expert was identified, and his posts were used to forecast the se lected cryptocurrency’s rate.
Опис
Ключові слова
cryptocurrency exchange rate, forecasting algorithms, social media posts, group of experts, “main” expert, information technology of intelligent analysis, курс криптовалюти, алгоритми прогнозування, пости в соціальних мережах, група експертів, «головний» експерт, інформаційна технологія інтелектуального аналізу
Бібліографічний опис
Bidyuk, P. The algorithm for predicting the cryptocurrency rate taking into account the influence of posts of a group of famous people in social networks / P. Bidyuk, O. Gavrilenko, M. Myagkyi // Системні дослідження та інформаційні технології : міжнародний науково-технічний журнал. – 2023. – № 2. – С. 22-34. – Бібліогр.: 12 назв.