Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation.
Xinyan FanJianxun LianWayne Xin ZhaoZheng LiuChaozhuo LiXing XiePublished in: SIGIR (2022)
Keyphrases
- data distribution
- learning to rank
- user feedback
- ranking functions
- collaborative filtering
- index structure
- training instances
- recommender systems
- data points
- information retrieval
- communication cost
- data streams
- high dimensional data
- concept drift
- streaming data
- distributed data
- probability estimation
- data skew
- multi dimensional data
- decision boundary
- web search
- ranking scheme
- tag recommendation
- probability estimates
- data mining
- skyline queries
- user preferences
- recommendation systems
- database systems
- ranking algorithm