Enhancing Pre-Ranking Performance: Tackling Intermediary Challenges in Multi-Stage Cascading Recommendation Systems.
Jianping WeiYujie ZhouZhengwei WuZiqi LiuPublished in: KDD (2024)
Keyphrases
- multistage
- recommendation systems
- web search
- user feedback
- collaborative filtering
- tag recommendation
- single stage
- production system
- lot sizing
- stochastic programming
- user modeling
- collaborative filtering recommendation algorithm
- user preferences
- dynamic programming
- learning to rank
- social recommendation
- recommender systems
- search engine
- recommendation quality
- stochastic optimization
- attack detection
- ranking algorithm
- recommendation algorithms
- user similarity
- online stores
- machine learning
- user interaction
- search algorithm
- personalized recommendation
- data mining
- assembly systems
- document collections
- implicit feedback
- expert systems
- pairwise
- relevance feedback