Development of a linguistic database for sentiment analysis

Allanazarova, Sabokhat

Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал) · 2024-yil

Annotatsiya

Sentiment analysis is a field of research that uses NLP/Artificial Intelligence techniques to determine thoughts, emotions, and attitudes expressed about an object or event. This means analyzing the tone or mood of the text, feelings and thoughts. Many sentiment analysis studies and linguistic resources have been developed for the English language. However, there are a limited number of studies on the Uzbek language. The reasons for this are insufficient data collection, direct translation of existing English language resources not being compatible with the Uzbek language, differences in the grammatical structure of the two languages, and regional, religious, and mental differences. The study aims to identify emotional-expressiveness units that express emotional evaluation and to develop a linguistic database for emotional analysis. It deals with the issues of developing the linguistic support for sentiment analysis of Uzbek language texts; the study of context-dependent factors in emotional analysis; and determining the best style for the Uzbek language. Attention is paid to the analysis of expressing emotional evaluation means specific to the Uzbek language levels.

Maqola ma’lumotlari
MualliflarAllanazarova, Sabokhat
JurnalЎзбекистонда хорижий тиллар (электрон илмий­методик журнал)
NashriyotЎзбекистон давлат жаҳон тиллари университети
ISSN2181-8215
Nashr sanasi2024-08-20
Jild57
Son4
Betlar12-23
TilIngliz
Ilmiy sohaFilologiya
DOI10.36078/1729151311
Indeksga qo‘shilgan2026-08-26

DOI: 10.36078/1729151311 · Maqolaning asl sahifasi

Kalit so‘zlar

Sentiment analysis, lexicon-based, Uzbek language, opinion mining, attitude; emotion, linguistic database

Ilmiy soha

Filologiya

Iqtibos keltirish

APAAllanazarova, Sabokhat (2024). DEVELOPMENT OF A LINGUISTIC DATABASE FOR SENTIMENT ANALYSIS. Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал), 57(4), 12-23. https://doi.org/10.36078/1729151311
GOST (OAK)Allanazarova, Sabokhat DEVELOPMENT OF A LINGUISTIC DATABASE FOR SENTIMENT ANALYSIS // Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал). – 2024. – T. 57, № 4. – P. 12-23. – DOI: 10.36078/1729151311.
MLAAllanazarova, Sabokhat. “DEVELOPMENT OF A LINGUISTIC DATABASE FOR SENTIMENT ANALYSIS.” Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал), 57(4), 12-23, 2024. https://doi.org/10.36078/1729151311
ChicagoAllanazarova, Sabokhat. “DEVELOPMENT OF A LINGUISTIC DATABASE FOR SENTIMENT ANALYSIS.” Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал), 57(4), 12-23 (2024). https://doi.org/10.36078/1729151311
HarvardAllanazarova, Sabokhat (2024) ‘DEVELOPMENT OF A LINGUISTIC DATABASE FOR SENTIMENT ANALYSIS’, Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал), 57(4), 12-23. https://doi.org/10.36078/1729151311
BibTeX
@article{allanazarovasabokhat2024,
  title = {DEVELOPMENT OF A LINGUISTIC DATABASE FOR SENTIMENT ANALYSIS},
  author = {Allanazarova, Sabokhat},
  journal = {Ўзбекистонда хорижий тиллар (электрон илмий­методик журнал)},
  year = {2024},
  volume = {57},
  number = {4},
  pages = {12-23},
  doi = {10.36078/1729151311},
  url = {https://doi.org/10.36078/1729151311}
}

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