Practical Application of Method of Thematic Classification of Text Information Using LDA

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dc.contributor.authorMazurets, O.
dc.contributor.authorVit, R.
dc.contributor.authorМазурець, Олександр Вікторович
dc.date.accessioned2024-12-13T10:50:38Z
dc.date.available2024-12-13T10:50:38Z
dc.date.issued2024
dc.description.abstractMethod of thematic classification of textual information has been developed, examples of the analysis of the effectiveness of the created method on an English-language data set using the corresponding developed software are given. From the thematic modeling in the dataset, as a result of applying the method, a cross-validation check was carried out, which gave a result of 0.86, which is an improvement of 0.15 in comparison with the use of LDA in its pure form for classification
dc.identifier.citationMazurets O., Vit R. Practical Application of Method of Thematic Classification of Text Information Using LDA. Information Technology and Implementation (Satellite). Proceedings 11th International Conference. November 21, 2024. Kyiv, Ukraine. Publishing House «Caravela». 2024. Pp. 151-152
dc.identifier.urihttps://elar.khmnu.edu.ua/handle/123456789/17286
dc.language.isoen
dc.titlePractical Application of Method of Thematic Classification of Text Information Using LDA
dc.typeСтаття
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