Navigating the Feedback Loop in Recommender Systems: Insights and Strategies from Industry Practice.
Ding TongQifeng QiaoTing-Po LeeJames McInerneyJustin BasilicoPublished in: RecSys (2023)
Keyphrases
- feedback loop
- recommender systems
- collaborative filtering
- theoretical insights
- steady state
- cold start problem
- fourier series
- data mining
- real world
- business schools
- trust aware
- feedback loops
- user profiling
- user modeling
- matrix factorization
- user model
- information technology
- case study
- personalized recommendation
- implicit feedback
- online auctions
- product recommendation
- data analytics
- user preferences
- multi objective
- learning algorithm