Does business news sentiment matter in the energy stock market? Adopting sentiment analysis for short-term stock market prediction in the energy industry

Characterized by high volatility the energy stock market provides ample research potential for stock market prediction using machine learning models. This paper investigates using business news as an indicator of market sentiment in Recurrent Neural Networks. The authors adopt a finance-specific Tra...

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Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Chi-Yuan Lee, Eva Anderl
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Subjects:	energy industry stock prediction sentiment analysis news sentiment LSTM FinBERT
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2025.1559900/full