What are you optimizing for? Aligning Recommender Systems with Human Values.
Jonathan StrayIvan VendrovJeremy NixonSteven AdlerDylan Hadfield-MenellPublished in: CoRR (2021)
Keyphrases
- recommender systems
- collaborative filtering
- image registration
- matrix factorization
- human behavior
- user preferences
- human experts
- human interaction
- information filtering
- cold start problem
- database
- user profiling
- implicit feedback
- personalized recommendation
- human operators
- user modeling
- information overload
- human subjects
- computational models
- user defined
- contextual information
- case study
- computer vision
- genetic algorithm