Managing Popularity Bias in Recommender Systems with Personalized Re-ranking.
Himan AbdollahpouriRobin BurkeBamshad MobasherPublished in: CoRR (2019)
Keyphrases
- recommender systems
- personalized search
- personalized recommendation
- user modeling
- user profiles
- implicit feedback
- social tags
- collaborative filtering
- preference learning
- user feedback
- information filtering
- user model
- product recommendation
- user modelling
- user specific
- web search
- personal preferences
- ranking algorithm
- user preferences
- user context
- social media
- web personalization
- learning to rank
- cold start problem
- matrix factorization
- user profiling
- news recommendation
- ranking functions
- trust propagation
- rating prediction
- user similarity
- spam detection
- individual user
- personalized services
- rank aggregation
- information overload
- ranked list
- eye tracking
- ordinal regression
- social networks
- user interests
- user behavior
- user interaction