Article,
Approach to Textual Data Analysis
CENTRAL ASIAN JOURNAL OF THEORETICAL AND APPLIED SCIENCE, 4 (10): 170-180 (October 2023)
Abstract
In this manuscript, approaches to processing textual data, based on which models and algorithms for classification and analysis of textual data are proposed. Developed algorithms serve to improve the efficiency of classification and analysis of textual data. A core algorithm for analyzing textual documents, a modification of a dictionary search algorithm, and algorithms A1, A2, and A3 for classification and analysis have been developed. The software developed on the basis of these algorithms is based on experimental research. A study sample of 2000 words was used in the experimental researches. The knowledge base is dynamic and expands during the training process.
