FORMATION OF A DATABASE FOR SENTIMENT ANALYSIS OF TEXTS IN THE UZBEK LANGUAGE
Journal Title: International scientific journal Science and Innovation - Year 2023, Vol 2, Issue 11
Abstract
In sentiment analysis of user comments, we first need to start with pre-processing the comments. Because the commentary texts were written by different people in different languages, with different spelling mistakes in the writings. If the input texts for classification algorithms in data mining are pre-processed, the accuracy of the sentiment analysis algorithm will increase and we can achieve the expected result. Solving such problems is an important task of natural language processing. In this article, we have prepared a Dataset using feedback given to restaurants located in the city of Tashkent on the Google map and analyzed Sentiment using logistic regression models. Overall evaluation results show that the system performs well by performing pre-processing steps such as stemming for agglutinative languages
Authors and Affiliations
Niyazmetova Kumushoy, Raximov Komron, Anvarova Dilrabo, Bekjanov Ro’zimboy
Keywords
Related Articles
- EP ID EP725416
- DOI 10.5281/zenodo.10143621
- Views 45
- Downloads 0
RESULTS OF USING LASER THERAPY IN SURGERY FOR STOMACH AND DUODENAL ULCERS
In the given article the authors analyze various degrees of physiological anastomositis in 131 patients, and conclude that for the treatment of late anastomositis after surgical interventions on the stomach and duodenum,...
THEMATIC SIZE OF SHUKUR KOLMIZAEV'S PROSE
The role of fiction in our society is incomparable. A work of art is considered the main factor in the formation and enrichment of a person’s spiritual world. Shukur Kholmirzaev, one of the creators of Uzbek literature o...
ANALYSIS OF PARALLEL COMPUTING METHODS AND ALGORITHMS
Parallel computing is the process of executing multiple sets of instructions simultaneously. This reduces the total time to compute. Parallelism can be achieved by using parallel computers, which are computers with a lar...
THE EFFECT OF MEDICINAL PLANTS (SMALL-FLOWERED GORSE, PEPPERMINT, CHAKANDA, DALACHOE, ROSEMARY, CAROB) ON HUMAN HEALTH
Decision PQ-4670 dated April 10, 2020 "On measures for the protection, cultivation, processing and rational use of available resources of medicinal plants growing in the wild". On the basis of the Decree No. PF-139 of Ma...
TRENDS IN CHANGES IN FINANCIAL REPORTING IN UZBEKISTAN
Currently, Uzbekistan is undergoing a phased reform of the accounting system, the goal of which is to bring the national accounting system into compliance with the requirements of international financial reporting standa...