Cover Image

Analysis of text analytics methods for knowledge extraction from Ukrainian-language social media

The purpose of the study is to review and systematize current text analytics and natural language processing methods for knowledge extraction from unstructured social media content, with a focus on Ukrainian-language sources.A comparative analysis of topic modelling methods (LSA, NMF, LDA, HDP, Top2...

Full description

Saved in:
Bibliographic Details
Date:2026
Main Authors: Terentiev, Oleksandr, Abroskin, Yurii, Duda, Volodymyr, Prosyankina-Zharova, Tetyana
Format: Article
Language:Ukrainian
Published: Kyiv National University of Construction and Architecture 2026
Subjects:
text analytics
data processing
Coherence Score
F1-score
LSA
NMF
LDA
Top2Vec
BERTopic
OSINT
Online Access:https://es-journal.in.ua/article/view/358171
Tags: Add Tag
No Tags, Be the first to tag this record!
Journal Title:Environmental safety and natural resources

Institution

Environmental safety and natural resources

Internet

https://es-journal.in.ua/article/view/358171

Similar Items