SUN’IY INTELLEKT ASOSIDA NORASMIY BANDLIKNI ANIQLASH VA IJTIMOIY HIMOYA TIZIMIGA INTEGRATSIYA QILISH
DOI:
https://doi.org/10.65164/xh623q94Kalit so‘zlar:
sun’iy intellekt, norasmiy bandlik, mashinaviy o‘rganish, klassifikatsiya modeli, ijtimoiy himoya, ijtimoiy sug‘urta, raqamli iqtisodiyot, ma’lumotlar tahlili, mehnat bozori, davlat siyosatiAbstrak
Mazkur maqolada sun’iy intellekt asosida norasmiy bandlikni aniqlash va uni
ijtimoiy himoya tizimiga integratsiya qilish masalalari yoritiladi. Tadqiqotda mashinaviy o‘rganish
usullariga asoslangan klassifikatsiya modeli taklif etilib, norasmiy bandlikni aniqlash imkoniyatlari
ko‘rsatib beriladi. Natijalar sun’iy intellektdan foydalanish norasmiy sektorni qisqartirish, ijtimoiy
sug‘urta qamrovini kengaytirish va ijtimoiy siyosat samaradorligini oshirishga xizmat qilishini
ko‘rsatadi.
Havolalar
[1] Ajay Agrawal, Gans, J., & Goldfarb, A. (2018). Prediction Machines: The Simple Economics
of Artificial Intelligence. Harvard Business Review Press.
[2] Erik Brynjolfsson, & McAfee, A. (2014). The Second Machine Age: Work, Progress, and
Prosperity in a Time of Brilliant Technologies. W.W. Norton & Company.
[3] Sendhil Mullainathan, & Spiess, J. (2017). Machine Learning: An Applied Econometric
Approach. Journal of Economic Perspectives, 31(2), 87-106.
1423
[4] Joshua Blumenstock, Cadamuro, G., & On, R. (2015). Predicting Poverty and Wealth from
Mobile Phone Metadata. Science, 350(6264), 1073-1076.
[5] Dean Karlan, & Valdivia, M. (2011). Teaching Entrepreneurship: Impact of Business Training.
Review of Economics and Statistics.
[6] Cathy O'Neil (2016). Weapons of Math Destruction: How Big Data Increases Inequality and
Threatens Democracy. Crown Publishing.
[7] World Bank (2019). World Development Report: The Changing Nature of Work. Washington,
DC.
[8] World Bank (2021). Social Protection and Jobs Responses to COVID-19: A Real-Time Review.
[9] International Labour Organization (2018). Women and Men in the Informal Economy: A
Statistical Picture. Geneva.
[10] International Labour Organization (2021). Extending Social Protection to Informal Workers.
[11] O‘zbekiston Respublikasi Prezidenti (2022). PF-60-son Farmon: “Yangi O‘zbekistonning
taraqqiyot strategiyasi to‘g‘risida”.
[12] Sun’iy intellekt asosida norasmiy bandlikni aniqlash va ijtimoiy himoya tizimiga integratsiya
qilish bo‘yicha tadqiqot materiali.
