The Paradigm Shift in Financial Intelligence: From High-Frequency Data Microstructure to Semantic Knowledge Representation. J. Technol. Cult. Sustain. [Internet]. 2026 Apr. 6 [cited 2026 Apr. 6];2(1):52-6. Available from: https://westminstersp.com/index.php/JTCS/article/view/26