Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank.
Santiago de Leon-MartinezPublished in: WSDM (2024)
Keyphrases
- user behavior
- learning to rank
- recommendation systems
- user preferences
- collaborative filtering
- behavioral targeting
- user feedback
- user interaction
- ranking functions
- click data
- recommender systems
- online advertising
- information retrieval
- evaluation measures
- user profiles
- matrix factorization
- user interests
- personalized recommendation
- document retrieval
- loss function
- search engine
- search sessions
- implicit feedback
- evaluation metrics
- user clicks
- click models
- relevance judgments
- recommendation algorithms
- test collection
- click behavior
- social network analysis
- learning algorithm