Description
This reference text presents the important components for grasping the potential of social computing with an emphasis on concerns, challenges, and benefits of the social platform in depth.
Features:
- Detailed discussion on social-cyber issues, including hate speech, cyberbullying, and others
- Discusses usefulness of social platforms for societal needs
- Includes framework to address the social issues with their implementations
- Covers fake news and rumor detection models
- Describes sentimental analysis of social posts with advanced learning techniques
The book is ideal for undergraduate, postgraduate, and research students who want to learn about the issues, challenges, and solutions of social platforms in depth.
Table of Contents
1. Fundamental Theories for Detection of Fake News & Rumors
Brijendra Pratap Singh, Abhinav Kumar, Dibya Ranjan Das Adhikari, Jitesh Pradhan, Durgesh Singh, and Debahuti Mishra
2. Social Media and Cyber Crime: A Socio-Demographic Study of Awareness Level among Indian Youth
Pushkar Dubey, and Srijan Pateriya
3. Emotions Detection from Social Media Text using Machine Learning
Pradeep Kumar Roy, and Jitender Choudhary
4. Hope Speech Detection on Social Media Platform
Pranjal Aggarwal, Pasupuleti Chandana, Jagrut Nemade, Shubham Sharma, Sunil Saumya, and Shankar Biradar
5. A Multilingual Review of Hate Speech Detection in Social Media Content
6. Analysis and Detection of Cyberbullying in Reddit discussions
Kirti Kumari, Jyoti Prakash Singh, and Sunil Kumar Suman
7. A Doubled-Edged Sword Called Cyberspace: Introducing the Concept of Cybercrime
T. Smith, and K. Haines
8. Cyber crime by minors and its impact
Sunidhi Joshi, Sourabh Kumar Singh, and Mridu Sharma
9. Deep learning for hate speech and offensive language detection
Aastha Hooda, Sourabh Kumar Singh, and Mridu Sharma
10. Speech Processing and Analysis for Forensics and Cyber Crime: A Systematic Review
Kruthika S. G, and Trisiladevi C. Nagavi
11. Authentication Bypass Through Social Engineering
Kanojia Sindhuben Babulal, and Apurba Kundu
12. Emphasizing the power of Natural Language Processing in Cyberbully detection
Jayanthi Ganapathy, Sathishkumar M, and Vishal Lakshmanan
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- 電子書籍
- ストライカーDX2019年4月春号
