Otlarning semantik tasnifida xalqaro standart teglash tizimlaridan foydalanishning nazariy asoslari

Нифулар Абдурахмонова, Тиркашев Жасуржон Уктам угли

Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова · 2025-yil

Annotatsiya

This article examines the issue of classifying and tagging lexical units of the noun category in the Uzbek language into semantic fields. The study explores the theoretical and practical aspects of grouping words by meaning and placing them into hierarchical structures. The experience of international semantic tagging systems such as WordNet, FrameNet, USAS, PropBank, PDT, Vallex, Crovallex, and the Ukrainian Semantic Lexicon is analyzed. Over 1,000 noun samples in the Uzbek language are categorized into 14 main semantic fields and their subcategories based on ISO 24617-8 standards and WordNet classifications, and assigned corresponding tags. The research highlights the differences between the concepts of semantic fields and hierarchies, as well as their interrelation, presented in a comparative manner. The results demonstrate that the tagging system achieved a 92% accuracy rate, confirming its effectiveness for the Uzbek language. The practical significance of semantic tagging in areas such as machine translation, text analysis, and information retrieval is discussed. In conclusion, recommendations are provided for creating semantic corpora and dictionaries for the Uzbek language, outlining directions for future research. This work contributes to a deeper understanding of the lexical richness of the Uzbek language in the context of digital technologies and strengthens its position in international linguistic studies.

Maqola ma’lumotlari
MualliflarНифулар Абдурахмонова, Тиркашев Жасуржон Уктам угли
JurnalJournal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова
NashriyotСамарқанд давлат университети, , «Expert Lawyers» MЧЖ
ISSN2017-2020, 2017-2022
Nashr sanasi2025-09-17
Jild8
Son1
TilO‘zbek
Ilmiy sohaFilologiya
Indeksga qo‘shilgan2026-09-30

Maqolaning asl sahifasi

Kalit so‘zlar

: семантическое поле, семантическая иерархия, тег, лексикология, имена существительные, WordNet, USAS, FrameNet, SRL, ISO 24617-8, семантическая классификация, корпусная лингвистика, машинный перевод, онтологические ресурсы, semantic field, semantic hierarchy, tag, lexicology, noun, WordNet, USAS, FrameNet, SRL, ISO 24617-8, semantic classification, corpus linguistics, machine translation, ontological resources, : semantik maydon, semantik iyerarxiya, teg, leksikologiya, ot so‘z turkumi, WordNet, USAS, FrameNet, SRL, ISO 24617-8, semantik tasnif, korpus lingvistikasi, mashina tarjimasi, ontologik resurslar

Ilmiy soha

Filologiya

Iqtibos keltirish

APAНифулар Абдурахмонова, & Тиркашев Жасуржон Уктам угли (2025). OTLARNING SEMANTIK TASNIFIDA XALQARO STANDART TEGLASH TIZIMLARIDAN FOYDALANISHNING NAZARIY ASOSLARI. Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова, 8(1). https://tadqiqot.uz/index.php/art/article/view/12423
GOST (OAK)Нифулар Абдурахмонова, Тиркашев Жасуржон Уктам угли OTLARNING SEMANTIK TASNIFIDA XALQARO STANDART TEGLASH TIZIMLARIDAN FOYDALANISHNING NAZARIY ASOSLARI // Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова. – 2025. – T. 8, № 1.
MLAНифулар Абдурахмонова, and Тиркашев Жасуржон Уктам угли. “OTLARNING SEMANTIK TASNIFIDA XALQARO STANDART TEGLASH TIZIMLARIDAN FOYDALANISHNING NAZARIY ASOSLARI.” Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова, 8(1), 2025. https://tadqiqot.uz/index.php/art/article/view/12423
ChicagoНифулар Абдурахмонова, and Тиркашев Жасуржон Уктам угли. “OTLARNING SEMANTIK TASNIFIDA XALQARO STANDART TEGLASH TIZIMLARIDAN FOYDALANISHNING NAZARIY ASOSLARI.” Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова, 8(1) (2025). https://tadqiqot.uz/index.php/art/article/view/12423
HarvardНифулар Абдурахмонова, and Тиркашев Жасуржон Уктам угли (2025) ‘OTLARNING SEMANTIK TASNIFIDA XALQARO STANDART TEGLASH TIZIMLARIDAN FOYDALANISHNING NAZARIY ASOSLARI’, Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова, 8(1). https://tadqiqot.uz/index.php/art/article/view/12423
BibTeX
@article{article2025,
  title = {OTLARNING SEMANTIK TASNIFIDA XALQARO STANDART TEGLASH TIZIMLARIDAN FOYDALANISHNING NAZARIY ASOSLARI},
  author = {Нифулар Абдурахмонова and Тиркашев Жасуржон Уктам угли},
  journal = {Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова},
  year = {2025},
  volume = {8},
  number = {1},
  url = {https://tadqiqot.uz/index.php/art/article/view/12423}
}

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