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