Analysis of Semantic Relationships in Ukrainian Text Content Based on Word2Vec and Machine Learning

Author:

Kryndach Pavlo1,Vysotska Victoria2,Chyrun Sofia3,Chyrun Lyubomyr4,Goloshchuk Svitlana5,Holoshchuk Roman6

Affiliation:

1. Lviv Polytechnic National University,Information Systems and Networks Department,Lviv,Ukraine

2. Lviv Polytechnic National University,Lviv,Ukraine

3. Lviv Polytechnic National University,Telecommunication Department,Lviv,Ukraine

4. Ivan Franko National University of Lviv,Applied Mathematics Department,Lviv,Ukraine

5. University of Economics in Bratislava,Department of Intercultural Communication,Bratislava,the Slovak Republic

6. Lviv Polytechnic National University,Department of Social Communication and Information Activities,Lviv,Ukraine

Publisher

IEEE

Reference18 articles.

1. Content-Based Unsupervised Fake News Detection on Ukraine-Russia War;shin;SMU Data Science Review,0

2. Analysis of psychological characteristics and emotional expression based on deep learning in higher vocational music education

3. A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis

4. Text-Based Fake News Detection via Machine Learning

5. Comparative Analysis of Using Different Parts of Speech in the Ukrainian Texts Based on Stylistic Approach;dmytriv;CEUR Workshop Proceedings,2022

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