System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes.
Arpit AgarwalNicolas UsunierAlessandro LazaricMaximilian NickelPublished in: FAccT (2024)
Keyphrases
- recommendation systems
- point processes
- collaborative filtering
- recommender systems
- user preferences
- monte carlo
- hot spots
- search engine
- user feedback
- temporal information
- recommendation quality
- collaborative filtering recommendation algorithm
- machine learning
- personalized recommendation
- web search
- spatial analysis
- social recommendation
- temporal reasoning
- recommendation algorithms
- information retrieval