Adaptivni Sistemi Avtomatičnogo Upravlinnâ (Dec 2022)

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

  • O. Гавриленко,
  • М. Мягкий,
  • Я. Жураковський

DOI
https://doi.org/10.20535/1560-8956.41.2022.271349
Journal volume & issue
Vol. 2, no. 41

Abstract

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An 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. Ref. 7, pic. 4, tabl. 1.

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