A Study of the Effectiveness of Using Information Technology Based on Artificial Intelligence for Bitcoin Price Forecasting
The object of the research is forecasting the exchange rate of cryptocurrencies using machine learning algorithms. This work aims to determine the most effective methods of machine learning among the selected ones for the best forecasting of the cryptocurrency exchange rate using the analysis of news sentiment estimates.
Authors
- Victoria Vysotska (ORCID: https://orcid.org/0000-0001-6417-3689)
- Valentina Shtanko
- А. В. Наумов (ORCID: https://orcid.org/0000-0002-6253-621X)
- Kirill Smelyakov (ORCID: https://orcid.org/0000-0001-9938-5489)
Institutions
- Kharkiv National University of Radio Electronics (UA)
- Lviv Polytechnic National University (UA)
Publication Details
- Published
- 2024-10-16
- DOI
- https://doi.org/10.1109/csit65290.2024.10982646
- Citations
- 1
- Primary Topic
- Impact of AI and Big Data on Business and Society
- Type
- article
- Field-Weighted Citation Impact
- 0.49