Using artificial intelligence to automate the process of collecting and analyzing data from online job postings

Doshanova M.Y, Otaxanova B.I, Aliyev R.R

Management and Economics Scientific Research Journal · 2025-yil

Annotatsiya

The article discusses an approach to information extraction using onlinelearning based on determining the semantic proximity of sentence vectors and knowledge baseentities using neural network language models trained without a teacher on a large text corpusof the subject area. A detailed review of modern supervised and unsupervised informationextraction methods is provided, which allow achieving acceptable quality in solving the problemof analyzing current labor market requirements without the labor-intensive procedure of textcorpus tagging and without using rule-based approaches.

Maqola ma’lumotlari
MualliflarDoshanova M.Y, Otaxanova B.I, Aliyev R.R
JurnalManagement and Economics Scientific Research Journal
NashriyotТошкент менежмент ва иқтисодиёт институти
Nashr sanasi2025-04-18
Jild2
Son2
Betlar10-22
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-09-10

Maqolaning asl sahifasi

Kalit so‘zlar

classification method, machine learning, neural network language models, natural language processing, information extraction, entity recognition.

Ilmiy soha

Texnika

Iqtibos keltirish

APADoshanova M.Y, Otaxanova B.I, & Aliyev R.R (2025). USING ARTIFICIAL INTELLIGENCE TO AUTOMATE THE PROCESS OF COLLECTING AND ANALYZING DATA FROM ONLINE JOB POSTINGS. Management and Economics Scientific Research Journal, 2(2), 10-22. https://journals.timeedu.uz/index.php/mesr/article/view/349
GOST (OAK)Doshanova M.Y, Otaxanova B.I, Aliyev R.R USING ARTIFICIAL INTELLIGENCE TO AUTOMATE THE PROCESS OF COLLECTING AND ANALYZING DATA FROM ONLINE JOB POSTINGS // Management and Economics Scientific Research Journal. – 2025. – T. 2, № 2. – P. 10-22.
MLADoshanova M.Y, Otaxanova B.I, and Aliyev R.R. “USING ARTIFICIAL INTELLIGENCE TO AUTOMATE THE PROCESS OF COLLECTING AND ANALYZING DATA FROM ONLINE JOB POSTINGS.” Management and Economics Scientific Research Journal, 2(2), 10-22, 2025. https://journals.timeedu.uz/index.php/mesr/article/view/349
ChicagoDoshanova M.Y, Otaxanova B.I, and Aliyev R.R. “USING ARTIFICIAL INTELLIGENCE TO AUTOMATE THE PROCESS OF COLLECTING AND ANALYZING DATA FROM ONLINE JOB POSTINGS.” Management and Economics Scientific Research Journal, 2(2), 10-22 (2025). https://journals.timeedu.uz/index.php/mesr/article/view/349
HarvardDoshanova M.Y, Otaxanova B.I, and Aliyev R.R (2025) ‘USING ARTIFICIAL INTELLIGENCE TO AUTOMATE THE PROCESS OF COLLECTING AND ANALYZING DATA FROM ONLINE JOB POSTINGS’, Management and Economics Scientific Research Journal, 2(2), 10-22. https://journals.timeedu.uz/index.php/mesr/article/view/349
BibTeX
@article{doshanovamy2025,
  title = {USING ARTIFICIAL INTELLIGENCE TO AUTOMATE THE PROCESS OF COLLECTING AND ANALYZING DATA FROM ONLINE JOB POSTINGS},
  author = {Doshanova M.Y and Otaxanova B.I and Aliyev R.R},
  journal = {Management and Economics Scientific Research Journal},
  year = {2025},
  volume = {2},
  number = {2},
  pages = {10-22},
  url = {https://journals.timeedu.uz/index.php/mesr/article/view/349}
}

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