TABIIY TIL MATNLARINI AVTOMATIK GRAMMATIK VA ORFOGRAFIK TAHRIRLASHDA ALGORITMIK YONDASHUVLAR TAHLILI
Keywords:
NLP, spelling correction, grammatical editing, Bayes, Markov chain, UZMORF.Abstract
Nowadays, the rapid growth of information resources on the Internet, the development of natural language processing (NLP) software for automatic processing of information resources, the development of algorithms for text processing, and the development of professional skills in the field of text processing. In the process of developing such systematic algorithms, a number of problems arise. In particular, the need to integrate many software algorithms for processing text at the word or phrase level into a single system. The thesis describes the models and algorithms necessary for specific systems capable of analyzing natural language texts. The issues of classification and clustering systems for text information, as well as the results of studying text information based on fractal theory, are considered. Special attention is paid to the interpretation of timely, basic and reliable object analyses.
References
1. Эшкараева Н.Г., Боймуродов Ф.Ф. Разработка и реализация алгоритма стемматизации и генерации словоформ для глаголов узбекского языка //ҚарДУ ХАБ. – С. 4.
2. Большакова Е.И., Клышинский Э.С., Ландэ Д.В., Носков А.А., Пескова О.В., Ягунова Е.В. Автоматическая обработка текстов на естественном языке и компьютерная лингвистика : учеб. пособие / — М.: МИЭМ, 2011
3. Эшкараева Н. Г., Боймуродов Ф. Ф. Разработка и реализация алгоритма стемматизации и генерации словоформ для глаголов узбекского языка //ҚарДУ ХАБ. – С. 4.
4. Nazirova E, Uzakova M, Boymurodov F Turkiy tillar oilasiga mansub o ‘zbek va qirg ‘iz tillarida elektron tarjimaning lingvo-matematik modelini ishlab chiqish: Turkiy tillar oilasiga mansub o ‘zbek va qirg ‘iz tillarida elektron tarjimaning lingvo-matematik modelini ishlab chiqish //MODERN PROBLEMS AND PROSPECTS OF APPLIED MATHEMATICS. – 2024. – Т. 1. – №. 01.
5. Boymurodov F. MICROSOFT WORD UCHUN O ‘ZBEK TILI SO ‘ZLARNI IMLOVIY TAHRIRLASH PLAGININI YARATISH ALGORITMLARI VA DASTURI //DIGITAL TRANSFORMATION AND ARTIFICIAL INTELLIGENCE. – 2025. – Т. 3. – №. 1. – С. 39-44.
6. Boymurodov F. ALGORITHM DEVELOPMENT AND IMPLEMENTATION STEMMATIZATION AND GENERATION OF WORD FORMS OF UZBEK LANGUAGE FOR AUTOMATIC PROCESSING SYSTEMS TEXTS //Конференции. – 2020.
