Management and Economics Scientific Research Journal Volume 2 Issue 2 (2025) · pp. 103-105
МАТНЛИ МАЪЛУМОТЛАРНИ ТАСНИФЛАШДА БЕЛГИЛАРНИ ШАКИЛЛАНТИРИШ УСУЛ ВА АЛГОРИТМЛАРИ
Мухамедиева Д.Т, Маматов Н.С, Маматов А.А
Abstract
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.
Матнли маълумотларни таснифлаш, белгиларни шакллантириш, Bag of Words, TF-IDF, One-hot encoding, табиий тилни қайта ишлаш, матнларни анализ қилиш, векторли модель.
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