JAHON VALYUTA BOZORINI SUN’IY INTELLEKT VOSITALARI BILAN BOSHQARISH VA TAHLIL QILISH
Keywords:
Jahon valyuta bozori, Forex savdo platformalari, KriptovalyutalarAbstract
Jahon valyuta bozori – bu global iqtisodiyotning yuragi hisoblanadi. Bu bozorda kunu tun faoliyat yuritib, har kuni trillionlab dollar qiymatdagi valyutalar almashinuvi amalga oshiriladi. Bozorning murakkabligi va o‘zgaruvchanligini tahlil qilish va boshqarish juda murakkab. Shu sababli, so‘nggi yillarda sun’iy intellekt (SI) vositalari va ularning algoritmik tahlil imkoniyatlari valyuta bozorini boshqarishda yangi davrni boshlab berdi. Ushbu maqolada jahondagi valyuta bozorini SI yordamida boshqarish va tahlil qilish imkoniyatlari, afzalliklari, amaliy qo‘llanilishi hamda uni qo’llash jarayonidagi yuzaga keladigan qiyinchiliklar haqida bayon etilgan.
References
Bank for International Settlements (BIS). Triennial Central Bank Survey: Foreign exchange turnover in April 2022. Basel, 2022. https://www.bis.org/statistics/rpfx22.htm
Zhang, Y., Li, X., & Wang, Y. (2021). Artificial Intelligence in Financial Markets: Applications, Challenges, and Future Trends. Journal of Economic Behavior and Organization, 190, 495–512.
Krollner, B., Vanstone, B. J., & Finnie, G. R. (2010). Financial Time Series Forecasting with Machine Learning Techniques: A Survey. European Journal of Operational Research, 212(3), 654–669.
Chen, A. S., Leung, M. T., & Daouk, H. (2003). Application of Neural Networks to an Emerging Financial Market: Forecasting and Trading the Taiwan Stock Index. Computers & Operations Research, 30(6), 901–923.
Shmilovici, A., Kahiri, Y., Ben-Gal, I., & Hauser, S. (2009). Using a Stochastic Data Mining Approach for Forecasting Currency Exchange Rates. Computational Statistics & Data Analysis, 53(8), 2238–2247.
Bloomberg L.P. (2023). AI-Powered Trading and Market Sentiment Analysis Tools. Bloomberg Intelligence Report.
Reuters (2022). Natural Language Processing in Financial News Analytics. Thomson Reuters Financial Insight Series.
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.
Jordan, M. I., & Mitchell, T. M. (2015). Machine Learning: Trends, Perspectives, and Prospects. Science, 349(6245), 255–260.
Patel, J., Shah, S., Thakkar, P., & Kotecha, K. (2015). Predicting Stock and Currency Market Movements Using Trend Deterministic Data Preparation and Machine Learning. Expert Systems with Applications, 42(1), 259–268.
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