Description
- Proposes new models, practical solutions and technological advances related to machine intelligence techniques for detecting cyberbullying across multiple social media platforms.
- Combines both theory and practice so that readers (beginners or experts) of this book can find both a description of the concepts and context related to the machine intelligence
- Includes many case studies and applications of machine intelligence for combating cyberbullying
Table of Contents
Preface................................................................................................................
Part 1: Background
1. Deep Learning as a digital tool for the detection and prevention of cyberbullying
Renzo Seminario-Córdova, Miguel Ángel Cortez Oyola and Brian Chero Arana
2. Detection and Prevention of Cyberbullying in Social Media Using Cognitive Computational Analysis
Neha M V et al
3. Combating Cyberbullying in Social Networks: An Artificial Intelligence Approach
Sheetal Sharma and Ridhika Chatterjee
4. Explainable Artificial Intelligence for Cyberbullying Detection and Prevention in Social Media: A Conceptual Review
Nipuna Sankalpa Thalpage
Part 2: Machine Learning Techniques and Cyberbullying Detection
5. Combating Cyberbullying in Various Digital Media using Machine Learning
Biodoumoye George Bokoloa, Qingzhong Liua and Qingzhong Liua
6. Cyber-bullying Detection for Multimodal Data convolutional neural network with Butterfly Optimization
Kalimuthu Sivanantham et al
7. Automated detection and analysis of cyberbullying behavior using Machine learning
Rejuwan Shamim and Mohamed Lahby
Part 3: Natural Language Processing (NLP) and Cyberbullying Detection
8. A Sentiment-Aware Statistical Evaluation of Vawulence Tweets for Cyberbullying Analytics
Segun Michael Akintunde et al
9. Identifying Behaviours and Characteristics of Social Media Sexual Harassment on LinkedIn for AI NLP Purposes
Karim Darban and Smail Kabbaj
10. Arabic offensive language and hate speech detection using ensemble transformers and data augmentation
Ibtissam Touahri
Part 4: Case Studies and Future Trends
11. Cyberbullying Prevention Practices on Social Media and Future Challenges
M. Zaenul Muttaqin et al
12. Methods of Complex Network Analysis to screen for Cyberbullying
Santhosh Kumar Rajamani and Radha Srinivasan Iyer
13. Cyberbullying and Social Media: Implications for African Digital Space
Basil Osayin Daudu, Goddy Uwa Osimen and Kennedy Shuaibu
14. A study on the impact of Social Media & Cyber Bullying on teen girls in India
Swapna M P and Dr. G Satyavathy
