Bandit Learning to Rank with Position-Based Click Models: Personalized and Equal Treatments.
Tianchen ZhouJia LiuYang JiaoChaosheng DongYetian ChenYan GaoYi SunPublished in: CoRR (2023)
Keyphrases
- learning to rank
- click models
- ranking functions
- evaluation metrics
- web search
- information retrieval
- evaluation measures
- loss function
- user behavior
- ranking svm
- document retrieval
- e learning
- query dependent
- relevance judgments
- collaborative filtering
- supervised learning
- direct optimization
- test collection
- user feedback
- average precision
- learning to rank algorithms
- ranking algorithm
- search result
- retrieval systems
- web search engines
- user preferences
- user profiles
- learning algorithm