Ilim ha’m ja’miyet Issue 4-1 (2026) · pp. 46-48

COLLECTING TEXTUAL DATA FROM WEBSITES FOR LOW-RESOURCE LANGUAGES

Uteuliev, Nietbay Uteulievich, Abdalieva, Gulistan Rafikovna, Kalmuratov, Bekbos Kushkinbaevich, Asenbaeva, Dalloris Adilbayevna, Утеулиев, Ниетбай Утеулиевич, Абдалиева, Гулистан Рафиковна, Калмуратов, Бекбос Кушкинбаевич, Асенбаева, Даллорис Адилбаевна, Uteuliev, Nietbay Uteulievich, Abdalieva, Gulistan Rafikovna, Kalmuratov, Bekbos Kushkinbaevich, Asenbaeva, Dalloris Adilbay qizi

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Abstract

This article focuses on the automatic collection of textual data from websites for low-resource languages, using the Karakalpak language as a case study. The study developed a methodology for collecting article texts from kknews.uz, yuz.uz, and joqargikenes.uz using Python, Requests, and BeautifulSoup. As a result, 1 386 navigation pages were analyzed, and a primary raw text database containing 18 784 articles and 6 090 553 words was formed. The collected raw corpus may serve as an initial resource for further preprocessing and for future development of NLP systems, machine translation tools, and Transformer-based models for the Karakalpak language.

qoraqalpoq tiliweb scrapingelektron korpuskam resursli tillarNLPкаракалпакский языквеб-скрейпингэлектронный корпусязыки с ограниченными ресурсамиNLP

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APA 7 
Uteuliev, Nietbay Uteulievich, Abdalieva, Gulistan Rafikovna, Kalmuratov, Bekbos Kushkinbaevich, Asenbaeva, Dalloris Adilbayevna, Утеулиев, Ниетбай Утеулиевич, Абдалиева, Гулистан Рафиковна, Калмуратов, Бекбос Кушкинбаевич, Асенбаева, Даллорис Адилбаевна, Uteuliev, Nietbay Uteulievich, Abdalieva, Gulistan Rafikovna, Kalmuratov, Bekbos Kushkinbaevich & Asenbaeva, Dalloris Adilbay qizi (2026). COLLECTING TEXTUAL DATA FROM WEBSITES FOR LOW-RESOURCE LANGUAGES. Ilim ha’m ja’miyet, (4-1), 46-48.
GOST R 7.0.5 
Uteuliev, Nietbay Uteulievich, Abdalieva, Gulistan Rafikovna, Kalmuratov, Bekbos Kushkinbaevich, Asenbaeva, Dalloris Adilbayevna, Утеулиев, Ниетбай Утеулиевич, Абдалиева, Гулистан Рафиковна, Калмуратов, Бекбос Кушкинбаевич, Асенбаева, Даллорис Адилбаевна, Uteuliev, Nietbay Uteulievich, Abdalieva, Gulistan Rafikovna, Kalmuratov, Bekbos Kushkinbaevich, Asenbaeva, Dalloris Adilbay qizi COLLECTING TEXTUAL DATA FROM WEBSITES FOR LOW-RESOURCE LANGUAGES // Ilim ha’m ja’miyet. 2026. № 4-1. С. 46-48.
BibTeX 
@article{uteulievich2026,
  author  = {Uteuliev, Nietbay Uteulievich and Abdalieva, Gulistan Rafikovna and Kalmuratov, Bekbos Kushkinbaevich and Asenbaeva, Dalloris Adilbayevna and Утеулиев, Ниетбай Утеулиевич and Абдалиева, Гулистан Рафиковна and Калмуратов, Бекбос Кушкинбаевич and Асенбаева, Даллорис Адилбаевна and Uteuliev, Nietbay Uteulievich and Abdalieva, Gulistan Rafikovna and Kalmuratov, Bekbos Kushkinbaevich and Asenbaeva, Dalloris Adilbay qizi},
  title   = {COLLECTING TEXTUAL DATA FROM WEBSITES FOR LOW-RESOURCE LANGUAGES},
  journal = {Ilim ha’m ja’miyet},
  year    = {2026},
  number  = {4-1},
  pages   = {46-48}
}
RIS 
TY  - JOUR
AU  - Uteuliev, Nietbay Uteulievich
AU  - Abdalieva, Gulistan Rafikovna
AU  - Kalmuratov, Bekbos Kushkinbaevich
AU  - Asenbaeva, Dalloris Adilbayevna
AU  - Утеулиев, Ниетбай Утеулиевич
AU  - Абдалиева, Гулистан Рафиковна
AU  - Калмуратов, Бекбос Кушкинбаевич
AU  - Асенбаева, Даллорис Адилбаевна
AU  - Uteuliev, Nietbay Uteulievich
AU  - Abdalieva, Gulistan Rafikovna
AU  - Kalmuratov, Bekbos Kushkinbaevich
AU  - Asenbaeva, Dalloris Adilbay qizi
TI  - COLLECTING TEXTUAL DATA FROM WEBSITES FOR LOW-RESOURCE LANGUAGES
JO  - Ilim ha’m ja’miyet
PY  - 2026
IS  - 4-1
SP  - 46
EP  - 48
ER  -