[PDF][PDF] Information technology for identifying disinformation sources and inauthentic chat users' behaviours based on machine learning

V Vysotska, L Chyrun, S Chyrun, I Holets - CEUR Workshop …, 2024 - ceur-ws.org
For the study, the main tasks were formulated as recognition of propaganda messages and
analysis of the spread of propaganda messages between groups, thereby finding …

[PDF][PDF] Information technology for textual content author's gender and age determination based on machine learning

V Vysotska, L Chyrun, S Chyrun, M Soltys - CEUR Workshop …, 2024 - ceur-ws.org
In the process of implementing this project, namely the project on determining the author's
age and gender based on his text, a model was developed that determines these biological …

[PDF][PDF] Computer Linguistic Systems Design and Development Features for Ukrainian Language Content Processing.

V Vysotska - COLINS (3), 2024 - ceur-ws.org
The paper describes the developed IT (information technology) processing of Ukrainian-
language text content, unlike the existing ones, which supports the modularity principle of …

[PDF][PDF] Modern State and Prospects of Information Technologies Development for Natural Language Content Processing.

V Vysotska - COLINS (2), 2024 - ceur-ws.org
The study aims to develop a new method of building computer linguistic systems (CLS) for
processing Ukrainian-language text content for solving various NLP problems based on the …

Public sentiment on the Israeli–Palestinian conflict: insights from YouTube, Mastodon, and Google Trends

F Mazzeo Rinaldi, V Miracula, A Picone… - Mathematical …, 2024 - Taylor & Francis
This research employs a comprehensive methodology to delve into public sentiments
surrounding the Israeli–Palestinian conflict, incorporating unconventional data sources …

System Project for Ukrainian-language Feedback Tonality Analysis in the Health Care Field Based on BERT Model

V Motyka, V Vysotska, L Chyrun… - 2023 IEEE 18th …, 2023 - ieeexplore.ieee.org
The medical field is always popular, especially now in Ukraine in conditions the war. The
developed technology for analyzing the tonality of Ukrainian-language reviews in the field of …

Multifaceted Exploration of Perceptions on the Ukraine-Russia War in the Japanese Twitter Space

K Inoshita - 2024 IEEE International Conference on Internet of …, 2024 - ieeexplore.ieee.org
Social media became a primary means for individuals to share information and participate in
social discourse in modern society. Analyzing tweets on Twitter provided a deep …

Sentiment Analysis of Japanese Twitter Users Regarding the Ukraine-Russia War and Its Implications for Security Policy

K Inoshita - 2024 11th International Conference on Information …, 2024 - ieeexplore.ieee.org
This study analyzes the emotional reactions of Japanese Twitter users to the Ukraine-Russia
war to provide insights into national security policy. Using a large dataset of war-related …

Tone Analysis of Regional Articles in English-Language Newspapers Based on Recurrent Neural Network Bi-LSTM

V Vysotska, S Voloshyn, O Markiv… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
This publication dwells upon the study of the human language processing techniques use,
namely sentimental analysis to identify attitudes in English-language newspapers articles …