Modern intellectual approaches to analysis and classification of texts

Дадаханов, Мусохон

Al-Farg'oniy avlodlari · 2026-yil

Annotatsiya

This article is devoted to the problem of classifying Uzbek-language texts based on intelligent text analysis technologies. The study analyzes probabilistic approaches to text classification — Bernoulli and Multinomial Naive Bayes models. Text documents obtained from the official information source of the National Information Agency of Uzbekistan were used in the research. For the experiments, 600 documents belonging to 6 different categories and containing a total of 169,205 words were selected, and a comparative analysis of the effectiveness of the models was conducted using these texts.

Maqola ma’lumotlari
MualliflarДадаханов, Мусохон
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2026-03-13
Son1
Betlar191-196
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

text, classification, probabilistic model, Bayes, Bernoulli model, multinomial model, NLP., текст, классификация, вероятностная модель, Байес, модель Бернулли, мультиномиальная модель, NLP., matn, tasniflash, ehtimoliy model, Bayes, Bernulli modeli, multinominal model, NLP.

Ilmiy soha

Texnika

Iqtibos keltirish

APAДадаханов, Мусохон (2026). MODERN INTELLECTUAL APPROACHES TO ANALYSIS AND CLASSIFICATION OF TEXTS. Al-Farg'oniy avlodlari, (1), 191-196. https://al-fargoniy.uz/index.php/journal/article/view/1046
GOST (OAK)Дадаханов, Мусохон MODERN INTELLECTUAL APPROACHES TO ANALYSIS AND CLASSIFICATION OF TEXTS // Al-Farg'oniy avlodlari. – 2026. – № 1. – P. 191-196.
MLAДадаханов, Мусохон. “MODERN INTELLECTUAL APPROACHES TO ANALYSIS AND CLASSIFICATION OF TEXTS.” Al-Farg'oniy avlodlari, (1), 191-196, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1046
ChicagoДадаханов, Мусохон. “MODERN INTELLECTUAL APPROACHES TO ANALYSIS AND CLASSIFICATION OF TEXTS.” Al-Farg'oniy avlodlari, (1), 191-196 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1046
HarvardДадаханов, Мусохон (2026) ‘MODERN INTELLECTUAL APPROACHES TO ANALYSIS AND CLASSIFICATION OF TEXTS’, Al-Farg'oniy avlodlari, (1), 191-196. https://al-fargoniy.uz/index.php/journal/article/view/1046
BibTeX
@article{article2026,
  title = {MODERN INTELLECTUAL APPROACHES TO ANALYSIS AND CLASSIFICATION OF TEXTS},
  author = {Дадаханов, Мусохон},
  journal = {Al-Farg'oniy avlodlari},
  year = {2026},
  number = {1},
  pages = {191-196},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/1046}
}

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