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Keywords: Sentiment analysis
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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
Virtual influencers on Instagram: a text mining study of consumer sentiments in China
Available to Purchase
Journal:
Journal of Modelling in Management
Journal of Modelling in Management (2026) 21 (1): 392–418.
Published: 29 July 2025
...Puneett Bhatnagr Purpose This study aims to analyse user sentiments towards virtual influencers on Instagram and identify key positive and negative themes to enhance the understanding of consumer perceptions of digital media strategies. Design/methodology/approach Using sentiment analysis...
Journal Articles
Understanding critical service factors in neobanks: crafting strategies through text mining
Available to Purchase
Journal:
Journal of Modelling in Management
Journal of Modelling in Management (2025) 20 (3): 894–922.
Published: 08 October 2024
... this, the banking industry could benefit from more effective text mining and sentiment-analysis techniques (Yang et al., 2022a , 2022b ; Mudasir et al., 2022). Our study contributes to the existing literature in this regard by analysing customer text reviews while focusing on comprehensive...
