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Keywords: Financial markets
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Journal Articles
AI driven sentiment analysis in financial markets: using transformer base models and social media signals for stock market predictions
Available to Purchase
Journal:
Journal of Modelling in Management
Journal of Modelling in Management 1–25.
Published: 16 January 2026
...Rashid Khalil Purpose This study aims to explore the predictive role of artificial intelligence ( AI )-driven sentiment analysis in financial markets by developing a hybrid long short-term memory–Random Forest framework. It investigates whether the integration of generative sentiment signals...
Journal Articles
Assessing time-and-frequency-domain cross-market volatility contagion: a comparative study of decentralized finance assets and global traditional financial markets
Available to Purchase
Journal:
Journal of Modelling in Management
Journal of Modelling in Management (2026) 21 (1): 419–454.
Published: 08 August 2025
... markets and within the digital space. To better inform policymaking, risk management and portfolio construction, this study aims to investigate both the time-based and frequency-based volatility connectedness among four leading DeFi instruments and 12 traditional financial markets. Graphical abstract...
