مجلة الاقتصاد و التنمية البشرية
Volume 16, Numéro 2, Pages 189-203
2025-12-29
Using Artificial Intelligence Models To Predict Bitcoin Prices – Artificial Neural Network Model-
Authors : Seffahlou Hamida . Boudriche Zohra . Chouireb Djelloul .
Abstract
This study aims to highlight the role of using modern artificial neural network models in predicting the prices of cryptocurrency, which have become of great and increasing importance in trading markets. We conducted a forecasting process on the Bitcoin currency, which is considered the most important and widely used cryptocurrency, by entering data represented in the daily prices of the Bitcoin currency, The study concluded that the use of modern models represented by the artificial neural network model of the PNN type is considered one of the effective models in short-term forecasting, compared to the results obtained from the forecasting process, where the predicted prices were very close to the actual prices, and thus it is possible to rely on These models help in making short-term trading decisions.
Keywords
Cryptocurrency ; Bitcoin ; Artificial intelligence ; Artificial neural networks ; Forecasting
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