Short-term cryptocurrency price forecasting based on news headline analysis

Short-term cryptocurrency price forecasting based on news headline analysis

IntroductionThis article presents a method for short-term cryptocurrency price forecasting utilizing news headlines.MethodsThe study analyzes the impact of news on asset prices within one hour of publication, employing machine learning-based classification with BERT and GPT models, as well as GloVe...

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Bibliographic Details
Main Author:	Vladimir Dikovitsky
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Series:	Frontiers in Blockchain
Subjects:	cryptocurrency short-term forecasting machine learning Global Vectors for word representation (GloVe) bidirectional encoder representations from transformers (BERT) Generative Pre-trained Transformer (GPT)
Online Access:	https://www.frontiersin.org/articles/10.3389/fbloc.2025.1627769/full
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