Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank.
Santiago de Leon-MartinezPublished in: CoRR (2023)
Keyphrases
- user behavior
- learning to rank
- recommendation systems
- user preferences
- collaborative filtering
- behavioral targeting
- user feedback
- click data
- ranking functions
- user interaction
- recommender systems
- online advertising
- information retrieval
- user clicks
- implicit feedback
- loss function
- relevance judgments
- search engine
- matrix factorization
- web search
- evaluation metrics
- click models
- personalized recommendation
- user profiles
- evaluation measures
- document retrieval
- recommendation algorithms
- user interests
- retrieval systems
- click through rate
- search sessions
- test collection
- information retrieval systems
- search advertising
- click logs
- multimedia