“A Critical Examination of AI Driven Sentiment Analysis Integration in Stock Market Prediction”. Journal of Contemporary Science and Technology Management, vol. 2, no. 04, Sept. 2026, pp. 27-45, https://doi.org/10.66592/pykmby16.