Surrogate for Long-Term User Experience in Recommender Systems.
Yuyan WangMohit SharmaCan XuSriraj BadamQian SunLee RichardsonLisa ChungEd H. ChiMinmin ChenPublished in: KDD (2022)
Keyphrases
- user experience
- recommender systems
- long term
- short term
- collaborative filtering
- user behavior
- user studies
- user preferences
- end users
- user interface
- user profiles
- matrix factorization
- social bookmarking
- user profiling
- user interaction
- user engagement
- user model
- recommendation quality
- product recommendation
- cold start problem
- interface design
- user feedback
- mobile services
- user modeling
- personalized recommendation
- information overload
- information access
- m learning
- web search
- trust aware
- keywords
- mobile applications