[HTML][HTML] A systematic review of social media-based sentiment analysis: Emerging trends and challenges

QA Xu, V Chang, C Jayne - Decision Analytics Journal, 2022 - Elsevier
In the present information age, a wide and significant variety of social media platforms have
been developed and become an important part of modern life. Massive amounts of user …

Deep learning for aspect-based sentiment analysis: a comparative review

HH Do, PWC Prasad, A Maag, A Alsadoon - Expert systems with …, 2019 - Elsevier
The increasing volume of user-generated content on the web has made sentiment analysis
an important tool for the extraction of information about the human emotional state. A current …

[PDF][PDF] A study on sentiment analysis techniques of Twitter data

A Alsaeedi, MZ Khan - … Journal of Advanced Computer Science and …, 2019 - academia.edu
The entire world is transforming quickly under the present innovations. The Internet has
become a basic requirement for everybody with the Web being utilized in every field. With …

Feature selection methods for text classification: a systematic literature review

JT Pintas, LAF Fernandes, ACB Garcia - Artificial Intelligence Review, 2021 - Springer
Feature Selection (FS) methods alleviate key problems in classification procedures as they
are used to improve classification accuracy, reduce data dimensionality, and remove …

[HTML][HTML] Sentiment analysis classification system using hybrid BERT models

AS Talaat - Journal of Big Data, 2023 - Springer
Because of the rapid growth of mobile technology, social media has become an essential
platform for people to express their views and opinions. Understanding public opinion can …

[HTML][HTML] Over a decade of social opinion mining: a systematic review

K Cortis, B Davis - Artificial intelligence review, 2021 - Springer
Social media popularity and importance is on the increase due to people using it for various
types of social interaction across multiple channels. This systematic review focuses on the …

[HTML][HTML] A survey on hate speech detection and sentiment analysis using machine learning and deep learning models

M Subramanian, VE Sathiskumar… - Alexandria Engineering …, 2023 - Elsevier
In today's digital era, the rise of hate speech has emerged as a critical concern, driven by the
rapid information-sharing capabilities of social media platforms and online communities. As …

Characteristics of viral messages on Telegram; The world's largest hybrid public and private messenger

AD Nobari, MHKM Sarraf, M Neshati… - Expert systems with …, 2021 - Elsevier
Telegram is a new Instant Messaging application providing key features for both public and
private messaging. Telegram is similar to group broadcast or micro-blogging platforms …

A gradient boosted decision tree-based sentiment classification of twitter data

S Neelakandan, D Paulraj - International Journal of Wavelets …, 2020 - World Scientific
People communicate their views, arguments and emotions about their everyday life on
social media (SM) platforms (eg Twitter and Facebook). Twitter stands as an international …

Graph fusion network for text classification

Y Dai, L Shou, M Gong, X Xia, Z Kang, Z Xu… - Knowledge-based …, 2022 - Elsevier
Text classification is an important and classical problem in natural language processing.
Recently, Graph Neural Networks (GNNs) have been widely applied in text classification …