“Geopolitical Sentiment As a Leading Indicator: A Hybrid Analytics Approach to Forecasting Oil Volatility and Emerging Market Vulnerability (2015–2025)”. Journal of Cognition and Artificial Intelligence, vol. 1, no. 1, Aug. 2025, pp. 6-12, https://jccair.org/index.php/jcai/article/view/3.