Streaming CTR Prediction: Rethinking Recommendation Task for Real-World Streaming Data.
Qi-Wei WangHongyu LuYu ChenDa-Wei ZhouDe-Chuan ZhanMing ChenHan-Jia YePublished in: CoRR (2023)
Keyphrases
- streaming data
- real world
- data streams
- concept drift
- sliding window
- concept drifting
- prediction accuracy
- data stream mining
- data distribution
- data streaming
- evolving data streams
- data sets
- anomaly detection
- stream data
- massive data streams
- stream mining
- continuous queries
- concept drifting data streams
- stream processing
- online advertising
- change detection
- collaborative filtering
- mining data streams
- training data
- feature selection
- incoming data
- nearest neighbor
- streaming time series
- recommender systems
- feature vectors
- data analysis