The article examines the methods and algorithms for character formation usedin text data classification. In particular, the Bag of Words (BoW) model, TF-IDF indicator, andOne-hot encoding methods are analyzed. The theoretical foundations and practical importance ofrepresenting texts in digital form are covered. Information about the main researchers in this fieldand their scientific contributions is also provided.
| Mualliflar | Мухамедиева Д.Т, Маматов Н.С, Маматов А.А |
|---|---|
| Jurnal | Management and Economics Scientific Research Journal |
| Nashriyot | Тошкент менежмент ва иқтисодиёт институти |
| Nashr sanasi | 2025-04-18 |
| Jild | 2 |
| Son | 2 |
| Betlar | 103-105 |
| Til | Rus |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-09-10 |
Матнли маълумотларни таснифлаш, белгиларни шакллантириш, Bag of Words, TF-IDF, One-hot encoding, табиий тилни қайта ишлаш, матнларни анализ қилиш, векторли модель.
| APA | Мухамедиева Д.Т, Маматов Н.С, & Маматов А.А (2025). МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ. Management and Economics Scientific Research Journal, 2(2), 103-105. https://journals.timeedu.uz/index.php/mesr/article/view/364 |
|---|---|
| GOST (OAK) | Мухамедиева Д.Т, Маматов Н.С, Маматов А.А МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ // Management and Economics Scientific Research Journal. – 2025. – T. 2, № 2. – С. 103-105. |
| MLA | Мухамедиева Д.Т, Маматов Н.С, and Маматов А.А. “МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ.” Management and Economics Scientific Research Journal, 2(2), 103-105, 2025. https://journals.timeedu.uz/index.php/mesr/article/view/364 |
| Chicago | Мухамедиева Д.Т, Маматов Н.С, and Маматов А.А. “МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ.” Management and Economics Scientific Research Journal, 2(2), 103-105 (2025). https://journals.timeedu.uz/index.php/mesr/article/view/364 |
| Harvard | Мухамедиева Д.Т, Маматов Н.С, and Маматов А.А (2025) ‘МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ’, Management and Economics Scientific Research Journal, 2(2), 103-105. https://journals.timeedu.uz/index.php/mesr/article/view/364 |
| BibTeX | @article{article2025,
title = {МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ},
author = {Мухамедиева Д.Т and Маматов Н.С and Маматов А.А},
journal = {Management and Economics Scientific Research Journal},
year = {2025},
volume = {2},
number = {2},
pages = {103-105},
url = {https://journals.timeedu.uz/index.php/mesr/article/view/364}
} |
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