SUN’IY INTELLEKT TEXNOLOGIYALARINI JAMOAT XAVFSIZLIGIGA INTEGRATSIYA QILISH: O‘ZBEKISTON SHAROITIDA TEZKOR BOSHQARUV TIZIMLARINI RIVOJLANTIRISH MEXANIZMLARI
Keywords:
Sun’iy intellekt, jamoat xavfsizligi, predictive policing, jinoyatchilikni prognozlash, ma’lumotlar tahlili, mashinaviy o‘rganish, xavfsiz shahar, real vaqt monitoringi, algoritmik boshqaruv, ma’lumotlar integratsiyasi, gibrid boshqaruv tizimi, raqamliAbstract
Mazkur ilmiy maqolada jamoat xavfsizligini ta’minlash sohasida sun’iy intellekt texnologiyalarining qo‘llanilishi, xususan tezkor qaror qabul qilish tizimlarining samaradorligi, afzalliklari va xavflari kompleks tarzda tahlil qilinadi. Tadqiqot davomida sun’iy intellekt asosidagi monitoring, prognozlash va avtomatlashtirilgan boshqaruv tizimlarining jamoat tartibini saqlashdagi o‘rni ochib beriladi. Shuningdek, xalqaro tajriba, jumladan AQSh, Yevropa Ittifoqi va Osiyo davlatlarida qo‘llanilayotgan AI tizimlari misolida huquqiy tartibga solish mexanizmlari o‘rganiladi. Maqolada shaxsiy ma’lumotlarni himoya qilish, algoritmik xatoliklar va diskriminatsiya xavfi kabi dolzarb muammolar ham yoritiladi. Muallif tomonidan sun’iy intellekt asosida qaror qabul qilish tizimlarini jamoat xavfsizligiga joriy etishda milliy huquqiy bazani takomillashtirish bo‘yicha takliflar ilgari suriladi.
References
1. Perry, W. L., McInnis, B., Price, C. C., Smith, S. C., & Hollywood, J. S. (2013).
2. Predictive policing: The role of crime forecasting in law enforcement operations. RAND Corporation.
3. Mohler, G. O., Short, M. B., Malinowski, S., Johnson, M., Tita, G. E., Bertozzi, A. L., & Brantingham, P. J. (2015).
4. Randomized controlled field trials of predictive policing.
Journal of the American Statistical Association, 110(512), 1399–1411.
5. 4.Ensign, D., Friedler, S. A., Neville, S., Scheidegger, C., & Venkatasubramanian, S. (2017). Runaway feedback loops in predictive policing.
6. Lum, K., & Isaac, W. (2016). To predict and serve? Significance, 13(5),
7. Kitchin, R. (2014). The data revolution: Big data, open data, data infrastructures and their consequences. SAGE Publications.
9. Brantingham, P. J., Valasik, M., & Mohler, G. O. (2018).
10. Does predictive policing lead to biased arrests?
11. Statistics and Public Policy, 5(1),
12. .Che, Y. K., Kim, J., & Mierendorff, K. (2024). Predictive enforcement.
13. .M., & Pruss, D. (2024). The social role of algorithmic bias in predictive policing.
Proceedings of FAccT Conference. Alikhademi, K., Drobina, E., Prioleau, D., & Gilbert, J. E. (2021). A review of predictive policing from the perspective of fairness. Artificial Intelligence and Law.
14. Meijer, A., & Wessels, M. (2019). Predictive policing: Review of benefits and drawbacks. International Journal of Public Administration.
15. Mugari, I., & Obioha, E. E. (2021). Predictive policing and crime control: Trends and future directions. Social Sciences Journal. National Academies of Sciences. (2017). Proactive policing: Effects on crime and communities. National Academies Press
