Evolution of topics in Ukrainian Parliament from 2014 to 2023

Kosovych, Ihor

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dc.contributor.author	Kosovych, Ihor
dc.date.accessioned	2024-08-23T08:38:09Z
dc.date.available	2024-08-23T08:38:09Z
dc.date.issued	2024
dc.identifier.citation	Kosovych Ihor. Evolution of topics in Ukrainian Parliament from 2014 to 2023. Ukrainian Catholic University, Faculty of Applied Sciences, Department of Computer Sciences. Lviv 2024, 73 p.	uk
dc.identifier.uri	https://er.ucu.edu.ua/handle/1/4670
dc.language.iso	en	uk
dc.subject	Ukrainian Parliament	uk
dc.subject	political discourse	uk
dc.subject	Natural Language Processing	uk
dc.title	Evolution of topics in Ukrainian Parliament from 2014 to 2023	uk
dc.type	Preprint	uk
dc.status	Публікується вперше	uk
dc.description.abstracten	This study analyzes the evolution of political discourse in the Ukrainian Parliament from 2014 to 2023. By employing Natural Language Processing (NLP) techniques, particularly topic modeling, we categorize parliamentary issues into short-term (rel- atively easy to solve) and long-term (required a lot of time to solve) problems. The research further compares parliamentary topics with news media to assess the align- ment between legislative priorities and public concerns. Our findings provide insights into recurring themes and emerging trends in Ukrainian political discourse, highlight- ing areas for policy improvement and future research. As a result of our study we detected 32 long-term and 66 short-term groups of topics merged by similarity. In ma- jority of cases news outlets and parliament don’t have a major interception of topics, but there are some exceptions in some period of times.	uk