ARTIFICIAL INTELLIGENCE TECHNOLOGY: CONCEPT, TYPES AND HISTORICAL DEVELOPMENT

Authors

  • Abbosjon Olimov

DOI:

https://doi.org/10.47390/SPR1342V5I12Y2025N85

Keywords:

artificial intelligence, machine learning, deep learning, neural networks, natural language processing, expert systems, types of AI.

Abstract

This scientific article provides a comprehensive analysis of the concept, types, historical development and current state of artificial intelligence (AI) technology. The article is written based on the IMRAT (Introduction, Methods, Results, Analysis, Recommendations) methodology and reveals the role and importance of artificial intelligence in the field of modern technologies. During the study, the classification of types of artificial intelligence, its stages of development and current areas of application were studied.

References

[1] Russell va Norvig (2021) sun'iy intellektning zamonaviy yondashuv asosida barcha sohalardagi qo'llanilishini ko'rsatgan.

[2] Xalqaro tahlil kompaniyalari (IDC, Gartner) ma'lumotlariga ko'ra, SI bozori 2020-2025 yillar oralig'ida yillik o'rtacha 42% o'sish sur'atiga ega.

[3] Adabiyotlar tahlili jarayonida IEEE Xplore, ScienceDirect, Google Scholar va boshqa ilmiy bazalardan foydalanildi.

[4] Kaplan va Haenlein (2019) SI turlarining tasnifini biznes kontekstida tahlil qilgan.

[5] Vaswani va boshqalar (2017) Transformer arxitekturasini taklif etgan va bu arxitektura zamonaviy NLP modellarining asosi bo'lgan.

[6] LeCun, Bengio va Hinton (2015) chuqur o'rganishning asosiy tamoyillarini Nature jurnalida nashr etgan.

[7] McCarthy va boshqalar (2006) 1956 yildagi Dartmut konferensiyasining asl taklifini qayta nashr etishgan.

[8] Turing (1950) o'zining mashhur maqolasida "Turing testi" ni taklif etgan va bu test hozirda ham SI sohasida muhim ahamiyatga ega.

[9] Silver va boshqalar (2016) AlphaGo ning Go o'yinida yutuqlarini Nature jurnalida e'lon qilgan.

[10] Brown va boshqalar (2020) GPT-3 modelining few-shot o'rganish qobiliyatlarini isbotlagan.

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Submitted

2025-12-15

Published

2025-12-15

How to Cite

Olimov, A. (2025). ARTIFICIAL INTELLIGENCE TECHNOLOGY: CONCEPT, TYPES AND HISTORICAL DEVELOPMENT. Ижтимоий-гуманитар фанларнинг долзарб муаммолари Актуальные проблемы социально-гуманитарных наук Actual Problems of Humanities and Social Sciences., 5(12), 489–494. https://doi.org/10.47390/SPR1342V5I12Y2025N85