Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction

Keyphrases

• Attention Mechanism 66%
• Attention-based 33%
• Bipartite Graph 33%
• Caching 66%
• Close Proximity 33%
• Content Caching 33%
• Content Popularity Prediction 100%
• Dynamic Graph Neural Network 66%
• Graph Learning 33%
• High-definition Video Streaming 33%
• Implicit Relationship 33%
• In Content 33%
• Internet Traffic 33%
• Learning Module 33%
• Lightweight Algorithm 33%
• Network Storage 33%
• Neural Network Model 100%
• Performance Prediction 33%
• Popular Content 33%
• Popularity Prediction 33%
• Positional Encoding 66%
• Prediction Method 33%
• Semantic Enhanced 100%
• Semantic Information 66%
• Sparse Data 33%
• Structure Learning 66%
• Temporal Graph Networks 100%
• Temporal Learning 66%
• Topology Structure 33%
• Traffic Pressure 33%
• User Content 33%
• User-specific 66%
• Video Streaming Service 33%
• Wide Neural Network 33%

Computer Science

• Attention (Machine Learning) 66%
• Bipartite Graph 33%
• Close Proximity 33%
• Definition Video 33%
• Encoding Function 33%
• Graph Neural Network 66%
• High Definition 33%
• Internet Traffic 33%
• Neural Network Model 100%
• Positional Encoding 66%
• Prediction Performance 33%
• Storage Network 33%
• Streaming Service 33%
• Temporal Graph 100%
• Video Streaming 33%

INIS

• algorithms 14%
• architecture 14%
• datasets 14%
• demand 14%
• design 14%
• devices 14%
• dynamics 28%
• explosions 14%
• graphs 100%
• information 28%
• internet 14%
• learning 57%
• neural networks 42%
• performance 42%
• prediction 100%
• simulation 14%
• storage 14%
• topology 14%