BIG DATA VA STATISTIK TAHLIL ASOSIDA BIZNES QARORLARNI QABUL QILISH

Mualliflar

  • Marjona Achilova Millat Umidi universiteti talabasi Muallif
  • Mukaddas Umarova Millat Umidi universiteti, “Biznes boshqaruvi” kafedrasi professori, iqtisodiyot fanlari doktori Muallif

##doi.readerDisplayName##:

https://doi.org/10.5281/zenodo.18002702

Kalit so‘zlar:

big data, biznes qarorlari, data-driven kompaniyalar, tahlil, riskni boshqarish, marketing samaradorligi.

Abstrak

Ushbu maqolada Big Data texnologiyalari va statistik tahlilning biznes qarorlar qabul qilish jarayonidagi o‘rni va ahamiyati tahlil qilinadi. Katta hajmdagi va turli manbalardan olinadigan ma’lumotlarni qayta ishlash orqali qarorlar qabul qilish imkoniyatlari yoritib beriladi. Shuningdek, Big Data va statistik tahlil yordamida risklarni aniqlash va kamaytirish, iste’molchilar xatti-harakatlarini tahlil qilish, marketing strategiyalarini samarali rejalashtirish hamda operatsion faoliyatni optimallashtirish yo‘nalishlari ko‘rib chiqiladi. Tadqiqot natijalari Big Data texnologiyalari va statistik tahlildan foydalanish biznes jarayonlarining samaradorligini oshirish va raqobatbardoshlikni ta’minlashda muhim omil ekanini ko‘rsatadi.

Библиографические ссылки

1. IDC (2024). Global DataSphere Forecast. https://www.idc.com

2. PwC (2024). Data-driven organizations and performance. https://www.pwc.com

3. McAfee, A., et al. (2012). Big Data: The Management Revolution. https://hbr.org

4. Mayer-Schönberger, V., & Cukier, K. (2013). Big Data: A Revolution That Will Transform How We Live, Work, and Think. https://www.hmhbooks.com

5. Raxmonova N. Tijorat banklari samaradorligini oshirishda “big data” texnologiyasining o‘rni. Qo‘qon Universiteti Xabarnomasi. – 2025. – Vol. 15. – P. 43–46. – DOI: 10.54613/ku.v15i.1191.

6. Beknazarova D., Sharopova Sh. S. Yashil iqtisodiyotda Big Data va sun’iy intellektning ahamiyati // International Journal of Scientific Researchers (IJSR). – 2025. – Vol. 11, № 2. – P. 412–415. – Available at: https://inlibrary.uz/index.php/ijsr/article/view/108031

7. Amazon (2023). Recommendation Systems and Sales Impact. https://www.aboutamazon.com

8. Netflix (2023). Personalization and Recommendation Algorithms.

9. McKinsey (2023). The State of AI and Analytics. https://www.mckinsey.com

Nashr qilingan

2025-12-19