O'ZBEK TILIDAGI MATNLARDA KALIT SO'ZLARNI AVTOMATIK ANIQLASHda AKT TEXNOLOGIYALARINING O'RNI VA USULLARI

Mazkur ilmiy maqolada o'zbek tilidagi matnlarda kalit so'zlarni avtomatik aniqlash jarayonida axborot-kommunikatsiya texnologiyalarining (AKT) roli va zamonaviy dasturiy yondashuvlar tahlil qilinadi. Tadqiqot doirasida TF-IDF, TextRank algoritmlari, mashinaviy o'rganish modellaridan foydalanish hamda Python dasturlash muhiti asosida kalit so'zlarni ajratib olish imkoniyatlari yoritiladi. Shuningdek, o'zbek tili uchun NLP resurslarini rivojlantirish istiqbollari ko'rsatib beriladi.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-13
DOI
https://doi.org/10.5281/zenodo.23348246
Primary Topic
Advanced Text Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

O'ZBEK TILIDAGI MATNLARDA KALIT SO'ZLARNI AVTOMATIK ANIQLASHda AKT TEXNOLOGIYALARINING O'RNI VA USULLARI

Muxayyo Akbarovna Vaisova
Zenodo (CERN European Organization for Nuclear Research)
Advanced Text Analysis Techniques
article

O'ZBEK TILIDAGI MATNLARDA KALIT SO'ZLARNI AVTOMATIK ANIQLASHda AKT TEXNOLOGIYALARINING O'RNI VA USULLARI

Muxayyo Akbarovna Vaisova
article en

Abstract

Mazkur ilmiy maqolada o'zbek tilidagi matnlarda kalit so'zlarni avtomatik aniqlash jarayonida axborot-kommunikatsiya texnologiyalarining (AKT) roli va zamonaviy dasturiy yondashuvlar tahlil qilinadi. Tadqiqot doirasida TF-IDF, TextRank algoritmlari, mashinaviy o'rganish modellaridan foydalanish hamda Python dasturlash muhiti asosida kalit so'zlarni ajratib olish imkoniyatlari yoritiladi. Shuningdek, o'zbek tili uchun NLP resurslarini rivojlantirish istiqbollari ko'rsatib beriladi.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 13%
Advanced Text Analysis Techniques
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