ChatGPT as a Text Annotation Tool to Evaluate Sentiment Analysis on South African Financial Institutions

M Mathebula, A Modupe, V Marivate - IEEE Access, 2024 - ieeexplore.ieee.org
Social media platforms play a significant role in analyzing customer perceptions of financial
products and services in today's culture. These platforms facilitate the immediate and in …

Optimizing sentiment analysis of Nigerian 2023 presidential election using two-stage residual long short term memory

DO Oyewola, LA Oladimeji, SO Julius, LB Kachalla… - Heliyon, 2023 - cell.com
Sentiment analysis is the process of recognizing positive or negative attitudes in text. This
technique makes use of computational linguistics, text analysis, and natural language …

Enhancing sentiment analysis via random majority under-sampling with reduced time complexity for classifying tweet reviews

SN Almuayqil, M Humayun, NZ Jhanjhi, MF Almufareh… - Electronics, 2022 - mdpi.com
Twitter has become a unique platform for social interaction from people all around the world,
leading to an extensive amount of knowledge that can be used for various reasons. People …

Towards the future of bot detection: A comprehensive taxonomical review and challenges on Twitter/X

D Javed, NZ Jhanjhi, NA Khan, SK Ray, A Al Mazroa… - Computer Networks, 2024 - Elsevier
Abstract Harmful Twitter Bots (HTBs) are widespread and adaptable to a wide range of
social network platforms. The use of social network bots on numerous social network …

[PDF][PDF] Deep Learning Based Sentiment Analysis of COVID-19 Tweets via Resampling and Label Analysis.

M Humayun, D Javed, N Jhanjhi… - … Systems Science & …, 2023 - cdn.techscience.cn
Twitter has emerged as a platform that produces new data every day through its users which
can be utilized for various purposes. People express their unique ideas and views on …

[PDF][PDF] Purchase intention and sentiment analysis on Twitter related to social commerce

MA Virgananda, I Budi, RS Ryan - International Journal of …, 2023 - researchgate.net
Social commerce is a digital and efficient solution to transform existing commerce and
address contemporary issues. TikTok Shop, a popular and trending social commerce …

Harnessing customer feedback for product recommendations: an aspect-level sentiment analysis framework

NB Yadav - Human-Centric Intelligent Systems, 2023 - Springer
This research paper presents a novel approach for recommending products to customers
based on their cared aspects by performing sentiment analysis on customer feedback. The …

TransNet: Deep Attentional Hybrid Transformer for Arabic Posts Classification

MM Hossain, MS Hossain, MS Hossain… - IEEE …, 2024 - ieeexplore.ieee.org
Sentiment analysis is important for comprehending attitudes and emotions, and popular
social media platform X (formally Twitter) is useful in this context. For sentiment analysis of …

BertSent: Transformer-based model for Sentiment Analysis of Penta-class Tweet Classification

MF Almufareh, NZ Jhanjhi, NA Khan… - IEEE …, 2024 - ieeexplore.ieee.org
Sentiment analysis (SA) is a popular method for obtaining relevant and subjective
information from textual information. Multimedia material, such as photos, text, videos, and …

Optimizing Fake News Detection: A Hybrid Transformer-Based Model for Enhanced Performance

F Al-Quayed, D Javed, NZ Jhanjhi, M Humayun… - IEEE …, 2024 - ieeexplore.ieee.org
Fake news, colloquially referred to as false news, exerts a profound influence on
fundamental facets of our societal framework. Manual fact verification is a frequently utilized …