Are You Reaching Your Audience?: Exploring Item Exposure over Consumer Segments in Recommender Systems.
Jacek WasilewskiNeil HurleyPublished in: UMAP (2018)
Keyphrases
- recommender systems
- purchase behavior
- user preferences
- cold start problem
- personalized recommendation
- collaborative filtering
- cold start
- recommendation algorithms
- item based collaborative filtering
- active user
- item recommendation
- user ratings
- hybrid recommendation
- matrix factorization
- personal preferences
- making recommendations
- latent factor models
- user profiles
- consumer behavior
- user similarity
- user modeling
- rating prediction
- user interests
- user profiling
- data sparsity
- electronic commerce
- recommendation quality
- trust aware
- data mining
- line segments
- implicit feedback
- information overload
- end users
- product recommendation
- neural network
- collaborative filtering recommender systems