Comparing Prediction Models for Active Learning in Recommender Systems.
Rasoul KarimiChristoph FreudenthalerAlexandros NanopoulosLars Schmidt-ThiemePublished in: LWA (2015)
Keyphrases
- active learning
- recommender systems
- probabilistic model
- prediction accuracy
- predictive model
- collaborative filtering
- statistical models
- prediction model
- model selection
- complex systems
- user preferences
- learning strategies
- parameter estimation
- autoregressive
- transfer learning
- user profiles
- machine learning
- labeled data
- supervised learning
- reinforcement learning
- decision trees