BIG DATA YORDAMIDA TA’LIM SAMARADORLIGINI OSHIRISH

Hamzayeva Kamola Norbek qizi; Abdumalikova Mashhura Faxriddinovna

Ushbu tadqiqotda Big Data texnologiyalarining ta’lim tizimida qo‘llanilishi va uning ta’siri tahlil qilingan. Tadqiqotda ma’lumotlarning katta hajmda va tez yaratilishi ta’lim jarayonlarini shaxsiylashtirish, o‘quvchilarning muvaffaqiyatini oldindan bashorat qilish va resurslarni samarali taqsimlashda qanday yordam berishi ko‘rsatilgan. Shuningdek, Big Data yordamida ta’lim tizimining sifatini yaxshilash, o‘qituvchilarning professional rivojlanishini qo‘llab-quvvatlash imkoniyatlari ham muhokama qilingan.

Name of journalRaqamli iqtisodiyot
Number of edition11-son
View count 9

Web Address https://infocom.uz/magazine/18

DOI

Date of creation in the UzSCI system 20-10-2025

Read count 9

Date of publication 07-07-2025

Main LanguageO'zbek

Pages768-774

Tags

Big Data

ta’lim tizimi

shaxsiylashtirilgan ta’lim

raqamli ta’lim

Ta’lim Dasturlari

ma’lumot tahlili

o‘quvchi muvaffaqiyati

Ўзбек

Ushbu tadqiqotda Big Data texnologiyalarining ta’lim tizimida qo‘llanilishi va uning ta’siri tahlil qilingan. Tadqiqotda ma’lumotlarning katta hajmda va tez yaratilishi ta’lim jarayonlarini shaxsiylashtirish, o‘quvchilarning muvaffaqiyatini oldindan bashorat qilish va resurslarni samarali taqsimlashda qanday yordam berishi ko‘rsatilgan. Shuningdek, Big Data yordamida ta’lim tizimining sifatini yaxshilash, o‘qituvchilarning professional rivojlanishini qo‘llab-quvvatlash imkoniyatlari ham muhokama qilingan.

Tags

Big Data

ta’lim tizimi

shaxsiylashtirilgan ta’lim

raqamli ta’lim

Ta’lim Dasturlari

ma’lumot tahlili

o‘quvchi muvaffaqiyati

№ Author name position Name of organisation

1 Hamzayeva K.N. magistr Toshkent Davlat iqtisodiyot universiteti

2 Abdumalikova M.F. magistr Toshkent Davlat iqtisodiyot universiteti

№ Name of reference

1 1. Naveen Kumar, Big Data Statistics 2025: Growth and Market Data, 13.11.2024.

2 2. Nazariy Hazdun, Big data in education: Reshaping learning with analytics, 14.01.2025.

3 3. Wang Y (2016) Big opportunities and big concerns of big data in education. TechTrends 60(4):381–384.

4 4. Daniel BK (2017) Big data in higher education: the big picture. In Big data and learning analytics in higher education, Springer, Cham. p 19–28.

5 5. Drigas AS, Leliopoulos P (2014) The use of big data in education. Int J Comput Sci Issues 11(5):58.

6 6. Sghir N, Adadi A, Lahmer M (2023) Recent advances in predictive learning analytics: a decade systematic review (2012–2022). Educ Inform Technol 28(7):8299–8333.

7 7. Mkrttchian V, Gamidullaeva L, Finogeev A, Chernyshenko S, Chernyshenko V, Amirov D et al. (2021) Big data and internet of things (IoT) technologies’ influence on higher education: current state and future prospects. Int J Web-Based Learn Teach Technol 16(5):137–157.

8 8. Talan T, Demirbilek M (2023) Bibliometric analysis of research on learning analytics based on web of science database. Inform Educ 22(1):161–181.

9 9. Dresner Advisory Services. (2017). Big data adoption: State of the market. ZoomData. Retrieved from https://www.zoomdata.com/master-class/state-market/big-data-adoption.

10 10. Wang, Y., Kung, L., & Byrd, T. A. (2018). Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations. Technological Forecasting and Social Change, 126, 3–13. https://doi.org/10.1016/j.techfore.2015.12.019.

11 11. Ahmed, E., Yaqoob, I., Hashem, I. A. T., Shuja, J., Imran, M., Guizani, N., & Bakhsh, S. T. (2018). Recent advances and challenges in mobile big data. IEEE Communications Magazine, 56(2), 102–108. China: East China Normal University. https://doi.org/10.1109/MCOM.2018.1700294.

12 12. Wu, P. J., & Lin, K. C. (2018). Unstructured big data analytics for retrieving e-commerce logistics knowledge. Telematics and Informatics, 35(1), 237–244. https://doi.org/10.1016/j.tele.2017.11.004.

13 13. Mikalef, P., Pappas, I. O., Krogstie, J., & Giannakos, M. (2018). Big data analytics capabilities: A systematic literature review and research agenda. Information Systems and e-Business Management, 16(3), 547–578. https://doi.org/10.1007/10257-017-0362-y.

14 14. Mohammadpoor, M., & Torabi, F. (2018). Big Data analytics in oil and gas industry: An emerging trend. Petroleum. In press. https://doi.org/10.1016/j.petlm.2018.11.001.

15 15. Neilson, A., Daniel, B., & Tjandra, S. (2019). Systematic review of the literature on big data in the transportation Domain: Concepts and Applications. Big Data Research. In press. https://doi.org/10.1016/j.bdr.2019.03.001.

16 16. Kamilaris, A., Kartakoullis, A., & Prenafeta-Boldú, F. X. (2017). A review on the practice of big data analysis in agriculture. Computers and Electronics in Agriculture, 143, 23–37. https://doi.org/10.1016/j.compag.2017.09.037.

17 17. Wolfert, S., Ge, L., Verdouw, C., & Bogaardt, M. J. (2017). Big data in smart farming–a review. Agricultural Systems, 153, 69–80. https://doi.org/10.1016/j.agsy.2017.01.023.

18 18. Williamson, B. (2017). Big Data in Education: The Digital Future of Learning, Policy and Practice. London: SAGE Publications Ltd.

19 19. https://www.harpercollins.com/products/learning-with-big-data-viktor-mayer-schonberger-kenneth-cukier.

Waiting

№	Author name	position	Name of organisation
1	Hamzayeva K.N.	magistr	Toshkent Davlat iqtisodiyot universiteti
2	Abdumalikova M.F.	magistr	Toshkent Davlat iqtisodiyot universiteti

№	Name of reference
1	1. Naveen Kumar, Big Data Statistics 2025: Growth and Market Data, 13.11.2024.
2	2. Nazariy Hazdun, Big data in education: Reshaping learning with analytics, 14.01.2025.
3	3. Wang Y (2016) Big opportunities and big concerns of big data in education. TechTrends 60(4):381–384.
4	4. Daniel BK (2017) Big data in higher education: the big picture. In Big data and learning analytics in higher education, Springer, Cham. p 19–28.
5	5. Drigas AS, Leliopoulos P (2014) The use of big data in education. Int J Comput Sci Issues 11(5):58.
6	6. Sghir N, Adadi A, Lahmer M (2023) Recent advances in predictive learning analytics: a decade systematic review (2012–2022). Educ Inform Technol 28(7):8299–8333.
7	7. Mkrttchian V, Gamidullaeva L, Finogeev A, Chernyshenko S, Chernyshenko V, Amirov D et al. (2021) Big data and internet of things (IoT) technologies’ influence on higher education: current state and future prospects. Int J Web-Based Learn Teach Technol 16(5):137–157.
8	8. Talan T, Demirbilek M (2023) Bibliometric analysis of research on learning analytics based on web of science database. Inform Educ 22(1):161–181.
9	9. Dresner Advisory Services. (2017). Big data adoption: State of the market. ZoomData. Retrieved from https://www.zoomdata.com/master-class/state-market/big-data-adoption.
10	10. Wang, Y., Kung, L., & Byrd, T. A. (2018). Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations. Technological Forecasting and Social Change, 126, 3–13. https://doi.org/10.1016/j.techfore.2015.12.019.
11	11. Ahmed, E., Yaqoob, I., Hashem, I. A. T., Shuja, J., Imran, M., Guizani, N., & Bakhsh, S. T. (2018). Recent advances and challenges in mobile big data. IEEE Communications Magazine, 56(2), 102–108. China: East China Normal University. https://doi.org/10.1109/MCOM.2018.1700294.
12	12. Wu, P. J., & Lin, K. C. (2018). Unstructured big data analytics for retrieving e-commerce logistics knowledge. Telematics and Informatics, 35(1), 237–244. https://doi.org/10.1016/j.tele.2017.11.004.
13	13. Mikalef, P., Pappas, I. O., Krogstie, J., & Giannakos, M. (2018). Big data analytics capabilities: A systematic literature review and research agenda. Information Systems and e-Business Management, 16(3), 547–578. https://doi.org/10.1007/10257-017-0362-y.
14	14. Mohammadpoor, M., & Torabi, F. (2018). Big Data analytics in oil and gas industry: An emerging trend. Petroleum. In press. https://doi.org/10.1016/j.petlm.2018.11.001.
15	15. Neilson, A., Daniel, B., & Tjandra, S. (2019). Systematic review of the literature on big data in the transportation Domain: Concepts and Applications. Big Data Research. In press. https://doi.org/10.1016/j.bdr.2019.03.001.
16	16. Kamilaris, A., Kartakoullis, A., & Prenafeta-Boldú, F. X. (2017). A review on the practice of big data analysis in agriculture. Computers and Electronics in Agriculture, 143, 23–37. https://doi.org/10.1016/j.compag.2017.09.037.
17	17. Wolfert, S., Ge, L., Verdouw, C., & Bogaardt, M. J. (2017). Big data in smart farming–a review. Agricultural Systems, 153, 69–80. https://doi.org/10.1016/j.agsy.2017.01.023.
18	18. Williamson, B. (2017). Big Data in Education: The Digital Future of Learning, Policy and Practice. London: SAGE Publications Ltd.
19	19. https://www.harpercollins.com/products/learning-with-big-data-viktor-mayer-schonberger-kenneth-cukier.