Public sentiment and emotion analyses of Twitter data on the 2022 Russian invasion of Ukraine

MB Garcia, A Cunanan-Yabut - 2022 9th international …, 2022 - ieeexplore.ieee.org
With the aggravation of the Russia-Ukraine conflict and the rising involvement of foreign
powers, it has become more substantial to identify whether an endorsement or …

The applications of sentiment analysis for Russian language texts: Current challenges and future perspectives

S Smetanin - IEEE Access, 2020 - ieeexplore.ieee.org
Sentiment analysis has become a powerful tool in processing and analysing expressed
opinions on a large scale. While the application of sentiment analysis on English-language …

Natural language processing and sentiment analysis on bangla social media comments on Russia–Ukraine war using transformers

M Hasan, L Islam, I Jahan, SM Meem… - Vietnam Journal of …, 2023 - World Scientific
The Bangla Language ranks seventh in the list of most spoken languages with 265 native
and non-native speakers around the world and the second Indo-Aryan language after Hindi …

NLP tool for extracting relevant information from criminal reports or fakes/propaganda content

V Vysotska, S Mazepa, L Chyrun… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
The goal of paper is to develop a natural language processing system to extract relevant
information from criminal reports or fake/propaganda. A detailed description of the …

[PDF][PDF] A Comparative Analysis for English and Ukrainian Texts Processing Based on Semantics and Syntax Approach.

V Vysotska, S Holoshchuk, R Holoshchuk - COLINS, 2021 - ceur-ws.org
The article deals with the application of generating grammars in linguistic modelling.
Analysis of sentence syntax modelling is used to automate studying and synthesising …

[PDF][PDF] Ukrainian Language Chatbot for Sentiment Analysis and User Interests Recognition based on Data Mining.

S Kubinska, R Holoshchuk, S Holoshchuk, L Chyrun - COLINS, 2022 - ceur-ws.org
Real-time sentiment analysis allows to monitor social networks and process negative
comments before the situation worsens, gives an opportunity to gather customer response to …

Sentiment analysis technology of English newspapers quotes based on neural network as public opinion influences identification tool

S Voloshyn, V Vysotska, O Markiv… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
This article dwells upon research concerning human language processing techniques,
namely emotion analysis, conducted to identify emotions of author quotations in English …

Application of support vector machine for Arabic sentiment classification using twitter-based dataset

SN Alyami, SO Olatunji - Journal of Information & Knowledge …, 2020 - World Scientific
Sentiment classification is the process of classifying emotions and opinions in texts. In this
study, the problem of Arabic sentiment analysis was addressed. A support vector machine …

[PDF][PDF] Sentiment analysis in Latvian and Russian: A survey

R Vīksna, G Jēkabsons - Applied Computer Systems, 2018 - sciendo.com
Social networking sites such as Facebook, Twitter and VKontakte, online stores such as
eBay, Amazon and Alibaba as well as many other websites allow users to share their …

[PDF][PDF] A Machine Learning Model for Automatic Emotion Detection from Speech.

N Kholodna, V Vysotska, S Albota - MoMLeT+ DS, 2021 - ceur-ws.org
The paper aims to create a machine-learning model for automatic emotion detection from
speech. The developed model is to be used in the system of monitoring public emotions. A …