Deep Learning-based Short Video Recommendation and Prefetching for Mobile Commuting Users.
Qian LiYuan ZhangHong HuangJinyao YanPublished in: NEAT@SIGCOMM (2019)
Keyphrases
- prefetching
- deep learning
- server logs
- recommender systems
- response time
- access patterns
- collaborative filtering
- web logs
- web prefetching
- unsupervised learning
- web caching
- mobile applications
- user perceived latency
- proxy servers
- web documents
- video sequences
- machine learning
- user interaction
- mobile devices
- web page prediction
- web content
- web usage mining
- user ratings
- visual features
- weakly supervised
- dimensionality reduction
- web objects
- natural language processing
- hidden markov models