Open Access
| Issue |
ITM Web Conf.
Volume 84, 2026
2026 International Conference on Advent Trends in Computational Intelligence and Data Science (ATCIDS 2026)
|
|
|---|---|---|
| Article Number | 02007 | |
| Number of page(s) | 5 | |
| Section | Machine Learning Approaches in FinTech and Economic Forecasting | |
| DOI | https://doi.org/10.1051/itmconf/20268402007 | |
| Published online | 06 April 2026 | |
- R. Verma, P. Verma. Economic News, Social Media Sentiments, and Stock Returns: Which Is a Bigger Driver?. Journal of Risk and Financial Management, 18, 16 (2025) [Google Scholar]
- G. Sonkavde, D. S. Dharrao, A. M. Bongale, et al. Forecasting stock market prices using machine learning and deep learning models: A systematic review, performance analysis and discussion of implications. International Journal of Financial Studies, 11, 94 (2023) [Google Scholar]
- K. Fu, Y. Zhang. Incorporating Multi-Source Market Sentiment and Price Data for Stock Price Prediction. Mathematics, 12, 1572 (2024) [Google Scholar]
- T. Jiang, A. Zeng. Financial sentiment analysis using FinBERT with application in predicting stock movement. arXiv preprint, arXiv:2306.02136 (2023) [Google Scholar]
- S. Halder. Finbert-lstm: Deep learning based stock price prediction using news sentiment analysis. arXiv preprint, arXiv:2211.07392 (2022) [Google Scholar]
- J. Long, Z. Chen, W. He., et al. An integrated framework of deep learning for financial volatility prediction. Applied Soft Computing, 142, 110355 (2023) [Google Scholar]
- Q. Chen, H. Kawashima. Sentiment-Aware Stock Price Prediction with Transformer and LLM-Generated Formulaic Alpha. arXiv preprint, arXiv:2508.04975 (2025) [Google Scholar]
- R. Chaudhary. Advanced Stock Market Prediction Using Long Short-Term Memory Networks: A Comprehensive Deep Learning Framework. arXiv preprint, arXiv:2505.05325 (2025) [Google Scholar]
- N. Fauzan, M. R. Arviansyah. A Systematic Review on Social Media Sentiment in Stock Price Prediction: Data Sources, Machine Learning Models, and the Evidence on Effectiveness. In Proceeding of International Conference on Digital, Social, and Science, pp. 1365–1376 (2025) [Google Scholar]
- C. Y. Lee, E. Anderl. Does business news sentiment matter in the energy stock market? Adopting sentiment analysis for short-term stock market prediction in the energy industry. Frontiers in Artificial Intelligence, 8, 1559900 (2025) [Google Scholar]
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