PROSPECTS FOR THE DEVELOPMENT OF COMPUTER LINGUISTICS AND ARTIFICIAL INTELLIGENCE

Authors

  • Mustafa Djamatov Ichki ishlar vazirligi Akademiyasi, Raqamli texnologiyalar va axborot xavsizligi kafedrasi katta oʻqituvchisi Author

Keywords:

computational linguistics, artificial intelligence, machine translation, mathematical modeling, neural networks, deep learning, cognitive modeling

Abstract

This article discusses the theoretical and practical foundations of computational linguistics, its advanced methods, and future development prospects, with a focus on innovative solutions in the field of artificial intelligence. The first part defines linguistics and computational linguistics and explains their theoretical frameworks, including mathematical modeling, formal grammars, and axiomatic principles. The article further analyzes the application of modern methods such as machine translation, neural networks, and deep learning technologies in computational linguistics. It also explores the integration of artificial intelligence, cognitive modeling, and the practical applications of these technologies in education and business.

References

Shemakin Yu.I. Nachalo kompyuternoy lingvistiki. – M.: Visshaya shkola.

Zubov A.V., Zubova I.I. Osnovi lingvisticheskoy informatsii. – Minsk: MGPIIYa.

Mahamadov, R. (2022). Prospects for the application of artificial intellectual technologies in education. Technika [tecHnka], 1(7), 1-10.

Pulatov A.K. Teksti lektsiy po matematicheskoy i kompyuternoy lingvistike (elektronniy variant).

Jurafsky, D., & Martin, J. H. (2023). Speech and Language Processing (3rd ed.). Stanford University.

Manning, C. D., & Schütze, H. (2020). Foundations of Statistical Natural Language Processing. MIT Press.

Bird, S., Klein, E., & Loper, E. (2021). Natural Language Processing with Python (2nd ed.). O’Reilly Media.

Chomsky, N. (2022). Language and Mind. Cambridge University Press.

Russell, S. J., & Norvig, P. (2021). Artificial Intelligence: A Modern Approach (4th ed.). Pearson.

Makhamadov Rustam Khabibullayevich, & Djamatov Mustafa Khatamovich. (2025). Modern intellectual systems: status, functions, technologies and development tendencies. American Journal Of Applied Science And Technology, 5(02), 52–55.

Махамадов Рустам Хабибуллаевич. (2024). Сунъий интеллект технологиялари ва унинг таълим тизимларидаги ўрни. Лучшие интеллектуальные исследования, 12(3), 107–112. Retrieved from https://web-journal.ru/journal/article/view/7184

Published

2025-10-14

How to Cite

PROSPECTS FOR THE DEVELOPMENT OF COMPUTER LINGUISTICS AND ARTIFICIAL INTELLIGENCE. (2025). Eurasian Journal of Mathematical Theory and Computer Sciences, 5(10), 5-10. https://in-academy.uz/index.php/EJMTCS/article/view/8780