User Model in a Box: Cross-System User Model Transfer for Resolving Cold Start Problems.
Chirayu WongchokprasittiJaakko PeltonenTuukka RuotsaloPayel BandyopadhyayGiulio JacucciPeter BrusilovskyPublished in: UMAP (2015)
Keyphrases
- user model
- recommender systems
- cold start problem
- user modeling
- user modelling
- user interests
- domain independent
- cold start
- user interface
- collaborative filtering
- user interaction
- user actions
- individual user
- dialogue system
- personalized recommendation
- general purpose
- advisory systems
- user preferences
- data sparsity
- user profiles
- domain specific
- information filtering
- matrix factorization
- transfer learning