Cyberbullying in text content detection: an analytical review

SW Azumah, N Elsayed, Z ElSayed… - International Journal of …, 2023 - Taylor & Francis
Technological advancements have resulted in an exponential increase in the use of online
social networks (OSNs) worldwide. While online social networks provide a great …

DEA-RNN: A hybrid deep learning approach for cyberbullying detection in Twitter social media platform

BAH Murshed, J Abawajy, S Mallappa, MAN Saif… - IEEE …, 2022 - ieeexplore.ieee.org
Cyberbullying (CB) has become increasingly prevalent in social media platforms. With the
popularity and widespread use of social media by individuals of all ages, it is vital to make …

Cyberbullying detection on twitter using deep learning-based attention mechanisms and continuous Bag of words feature extraction

SM Fati, A Muneer, A Alwadain, AO Balogun - Mathematics, 2023 - mdpi.com
Since social media platforms are widely used and popular, they have given us more
opportunities than we can even imagine. Despite all of the known benefits, some users may …

Detecting arabic cyberbullying tweets using machine learning

AM Alduailaj, A Belghith - Machine Learning and Knowledge Extraction, 2023 - mdpi.com
The advancement of technology has paved the way for a new type of bullying, which often
leads to negative stigma in the social setting. Cyberbullying is a cybercrime wherein one …

An application to detect cyberbullying using machine learning and deep learning techniques

M Raj, S Singh, K Solanki, R Selvanambi - SN computer science, 2022 - Springer
Nowadays, a lot of people indulge themselves in the world of social media. With the current
pandemic scenario, this engagement has only increased as people often rely on social …

Comparative performance of ensemble machine learning for Arabic cyberbullying and offensive language detection

M Khairy, TM Mahmoud, A Omar… - Language Resources …, 2024 - Springer
Since cyberbullying impacts both individual victims and entire society, research on abusive
language and its detection has attracted attention in recent years. Because social media …

Detection of cyberbullying patterns in low resource colloquial Roman Urdu microtext using natural language processing, machine learning, and ensemble techniques

A Dewani, MA Memon, S Bhatti, A Sulaiman, M Hamdi… - Applied Sciences, 2023 - mdpi.com
Social media platforms have become a substratum for people to enunciate their opinions
and ideas across the globe. Due to anonymity preservation and freedom of expression, it is …

FAEO-ECNN: cyberbullying detection in social media platforms using topic modelling and deep learning

BAH Murshed, Suresha, J Abawajy, MAN Saif… - Multimedia Tools and …, 2023 - Springer
The widespread use of Social Media Platforms (SMP) such as Twitter, Instagram, Facebook,
etc. by individuals has recently led to a remarkable increase in Cyberbullying (CB). It is a …

[PDF][PDF] Machine learning in cyberbullying detection from social-media image or screenshot with optical character recognition

T Sultan, N Jahan, R Basak, MSA Jony… - International Journal of …, 2023 - mecs-press.org
Along with the growth of the Internet, social media usage has drastically expanded. As
people share their opinions and ideas more frequently on the Internet and through various …

An Ensemble-Based Multi-Classification Machine Learning Classifiers Approach to Detect Multiple Classes of Cyberbullying

AF Alqahtani, M Ilyas - Machine Learning and Knowledge Extraction, 2024 - mdpi.com
The impact of communication through social media is currently considered a significant
social issue. This issue can lead to inappropriate behavior using social media, which is …