FNED: A Deep Network for Fake News Early Detection on Social Media

Keyphrases

• Social Media 100%
• Early Detection 100%
• Fake News 100%
• Deep Network 100%
• Effective Method 14%
• Deep Neural Network 14%
• User Response 14%
• News Story 14%
• Attention Mechanism 14%
• User Feature 14%
• Response Features 14%
• User Profile 14%
• Multiregion 14%
• Window Size 14%
• Multiple Windows 14%
• Learning Settings 14%
• Useful Patterns 14%
• Aggregation-based 14%
• PU Learning 14%
• Text Features 14%
• Feature Extractor 14%
• News Propagation 14%
• Feature Aggregation 14%
• Social Harm 14%
• Mean Pooling 14%
• Crowd Response 14%
• Ranking Position 14%
• Pooling Mechanism 14%
• Position Attention 14%

Engineering

• Early Detection 100%
• Early Stage 50%
• Observed Data 50%
• Paramount Importance 50%
• Experimental Result 50%
• Deep Neural Network 50%
• Extractor 50%
• User Profile 50%
• Text Feature 50%

Computer Science

• Early Detection 100%
• Social Media 100%
• Paramount Importance 50%
• Deep Neural Network 50%
• Experimental Result 50%
• Attention (Machine Learning) 50%
• Effective Method 50%