O‘ZBEK TILIDAGI ADABIY MATNLARDA SENTIMENT ANALIZ IMKONIYATLARI
Abstract
This study explores the possibilities of conducting sentiment analysis in Uzbek literary texts, particularly in poetic works. The research analyzes the emotional expressive means characteristic of Uzbek literature and presents lexical and contextual approaches for sentiment analysis. In addition, the paper proposes methods for creating an initial corpus and compiling a sentiment lexicon for determining sentiment in literary texts. The results of the study demonstrate the possibilities of analyzing emotional tendencies in Uzbek literature using modern artificial intelligence, and suggest recommending literary texts according to the reader's age group.
References
1. Pang, B., & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval, 2(1–2), 1–135. https://doi.org/10.1561/1500000011
2. Qo‘chqorov, O. (2019). Adabiy til va uslub masalalari. — Toshkent: Fan va texnologiya nashriyoti.
3. Liu, B. (2012). Sentiment analysis and opinion mining. Synthesis lectures on human language technologies, 5(1), 1–167.
4. Cambria, E., & White, B. (2014). Jumping NLP curves: A review of natural language processing research. IEEE Computational intelligence magazine, 9(2), 48–57.
5. Abdurahmonova, N. Z. (2023). Korpus lingvistikasi. Toshkent: O‘zbekiston Milliy universiteti. 346 b.
6. Tursunov, S., & Karimov, D. (2021). O‘zbek tilida sentiment lug‘ati yaratish tajribalari. Filologiya masalalari, №4, 45–52.
7. Abdulla Oripov. Yillar armoni // Abdulla Oripov. Saylanma asarlar. – Toshkent: G‘afur G‘ulom nomidagi Adabiyot va san’at nashriyoti, 2001. – 1-jild. – B. 314-315.
8. Rahimov H. Behavioral lexemes and their importance in sentimental analysis // “Western European journal of linguistics and education”. Volume 2, Issue 11 November 2024. Germany P. 152-157
9. Raximov X. Sentiment tahlil uchun o‘zbekcha matnlarni tasniflash me‘yorlari // “Published of Science and Education” 01.01.2025 P.21-26
10. Raximov X. Tabiiy tilni qayta ishlash(NLP)da korpus texnologiyalarini o‘rni . // “Zamonaviy dunyoda innovatsion tadqiqotlar: Nazariya va amaliyot” nomli ilmiy, masofaviy onlayn konferensiya. 2025 yil 1(56)-son B.16-21
11. Rahimov H. Analysis of global experience in text analysis //Texas Journal of Philology, Culture and History. Januar 2025. P.109-113