A review on sentiment analysis and emotion detection from text

P Nandwani, R Verma - Social network analysis and mining, 2021 - Springer
Social networking platforms have become an essential means for communicating feelings to
the entire world due to rapid expansion in the Internet era. Several people use textual …

Sentiment analysis in social media data for depression detection using artificial intelligence: a review

NV Babu, EGM Kanaga - SN computer science, 2022 - Springer
Sentiment analysis is an emerging trend nowadays to understand people's sentiments in
multiple situations in their quotidian life. Social media data would be utilized for the entire …

E-word of mouth sentiment analysis for user behavior studies

H Li, Q Chen, Z Zhong, R Gong, G Han - Information Processing & …, 2022 - Elsevier
Nowadays, online word-of-mouth has an increasing impact on people's views and
decisions, which has attracted many people's attention. The classification and sentiment …

Unscramble social media power for waste management: A multilayer deep learning approach

MH Shahidzadeh, S Shokouhyar, F Javadi… - Journal of Cleaner …, 2022 - Elsevier
Abstract In an industry 4.0 era, manufacturers must make the right decisions concerning
reutilizing and recycling returned goods to lower waste by connecting and integrating …

A machine-learning scraping tool for data fusion in the analysis of sentiments about pandemics for supporting business decisions with human-centric AI explanations

SA Kumar, MM Nasralla, I García-Magariño… - PeerJ Computer …, 2021 - peerj.com
The COVID-19 pandemic is changing daily routines for many citizens with a high impact on
the economy in some sectors. Small-medium enterprises of some sectors need to be aware …

Sentiment Analysis of Short Texts Using SVMs and VSMs-Based Multiclass Semantic Classification

K Suresh Kumar, AS Radha Mani… - Applied Artificial …, 2024 - Taylor & Francis
In our approach, a hybrid machine learning model is proposed which uses Enhanced Vector
Space Model (EVSM) along with Hybrid Support Vector Machine (HSVM) classifier. Initially …

Concerned or Apathetic? Exploring online public opinions on climate change from 2008 to 2019: A Comparative study between China and other G20 countries

C Shen, Y Wang - Journal of Environmental Management, 2023 - Elsevier
G20 countries, account for the majority of global carbon emissions, need to take the lead in
mitigating climate change. However, there are differences in economic, political and …

[PDF][PDF] PREDICTION OF PEOPLE SENTIMENTS ON TWITTER USING MACHINE LEARNING CLASSIFIERS DURING RUSSIAN AGGRESSION IN UKRAINE.

MR Baker, YN Taher, KH Jihad - Jordanian Journal of Computers …, 2023 - researchgate.net
Social media has become an excellent way to discover people's thoughts about various
topics and situations. In recent years, many studies have focused on social media during …

An ensemble machine learning approach for Twitter sentiment analysis

P Radiuk, O Pavlova, N Hrypynska - 2022 - elar.khmnu.edu.ua
Анотація The presented study addresses the issue of classifying emotional expressions
based on small texts (tweets) extracted from the social network Twitter. In this paper, we …

Prediction of people sentiments on Twitter using machine learning classifiers during Russian-Ukrainian conflict

MR Baker, YN Taher - 2023 - researchsquare.com
Social media has become an excellent way to discover people's thoughts about various
topics and situations. In recent years, many studies have focused on social media during …