Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms

Xujayarov, Ilyos, Ochilov, Mannon, Xolmatov, Orzimurod, Jurayev, Dilshod

Рақамли технологияларнинг назарий ва амалий масалалари · 2024-yil

Annotatsiya

The article discusses approaches to text recognition based on artificial intelligence algorithms. Since text language identification is a classification problem in artificial intelligence, the article examines the capabilities of several classification algorithms using machine learning and neural network models. The study addresses the issue of forming a training dataset for a model that identifies Uzbek, English, Russian, and Karakalpak languages. Additionally, a comparative analysis of the accuracy indicators of the models used for text language identification is conducted.

Maqola ma’lumotlari
MualliflarXujayarov, Ilyos, Ochilov, Mannon, Xolmatov, Orzimurod, Jurayev, Dilshod
JurnalРақамли технологияларнинг назарий ва амалий масалалари
NashriyotТАТУ Самарқанд филиали
ISSN2181-3086, 2181-3094
Nashr sanasi2024-06-10
Jild7
Son2
Betlar59-67
TilIngliz
Ilmiy sohaTexnika
DOI10.62132/ijdt.v7i2.182
Indeksga qo‘shilgan2026-08-26

DOI: 10.62132/ijdt.v7i2.182 · Maqolaning asl sahifasi

Kalit so‘zlar

NLP, crowling, matn tili, o‘quv ma’lumotlar to‘plami, mashinali o‘qitish, sinflashtirish, chuqur o‘qitish, rekurrent neyron tarmoqlar, model aniqligini baholash, NLP, crowling, text language, training dataset, machine learning, classification, deep learning, recurrent neural networks, model accuracy evaluation

Ilmiy soha

Texnika

Iqtibos keltirish

APAXujayarov, Ilyos, Ochilov, Mannon, Xolmatov, Orzimurod, & Jurayev, Dilshod (2024). Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms. Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 59-67. https://doi.org/10.62132/ijdt.v7i2.182
GOST (OAK)Xujayarov, Ilyos va b. Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms // Рақамли технологияларнинг назарий ва амалий масалалари. – 2024. – T. 7, № 2. – P. 59-67. – DOI: 10.62132/ijdt.v7i2.182.
MLAXujayarov, Ilyos, Ochilov, Mannon, Xolmatov, Orzimurod, and Jurayev, Dilshod. “Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms.” Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 59-67, 2024. https://doi.org/10.62132/ijdt.v7i2.182
ChicagoXujayarov, Ilyos, Ochilov, Mannon, Xolmatov, Orzimurod, and Jurayev, Dilshod. “Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms.” Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 59-67 (2024). https://doi.org/10.62132/ijdt.v7i2.182
HarvardXujayarov, Ilyos, Ochilov, Mannon, Xolmatov, Orzimurod, and Jurayev, Dilshod (2024) ‘Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms’, Рақамли технологияларнинг назарий ва амалий масалалари, 7(2), 59-67. https://doi.org/10.62132/ijdt.v7i2.182
BibTeX
@article{xujayarovilyos2024,
  title = {Automatic Recognition of Text Language Based on Artificial Intelligence Algorithms},
  author = {Xujayarov, Ilyos and Ochilov, Mannon and Xolmatov, Orzimurod and Jurayev, Dilshod},
  journal = {Рақамли технологияларнинг назарий ва амалий масалалари},
  year = {2024},
  volume = {7},
  number = {2},
  pages = {59-67},
  doi = {10.62132/ijdt.v7i2.182},
  url = {https://doi.org/10.62132/ijdt.v7i2.182}
}

Boshqa maqola uchun iqtibos tayyorlash

Рақамли технологияларнинг назарий ва амалий масалалари jurnalidan boshqa maqolalar

Рақамли технологияларнинг назарий ва амалий масалалари — barcha maqolalar · 2024-yil arxivi

Xujayarov, Ilyos — boshqa maqolalari

Texnika sohasidagi boshqa maqolalar

Texnika sohasidagi OAK jurnallari