Superhighway: Bypass Data Sparsity in Cross-Domain CF.
Kwei-Herng LaiTing-Hsiang WangHeng-Yu ChiYian ChenMing-Feng TsaiChuan-Ju WangPublished in: CoRR (2018)
Keyphrases
- data sparsity
- cross domain
- transfer learning
- collaborative filtering
- knowledge transfer
- cold start problem
- learning tasks
- domain adaptation
- matrix factorization
- recommender systems
- labeled data
- sentiment classification
- cold start
- text categorization
- reinforcement learning
- recommendation quality
- cross domain learning
- text classification
- learning algorithm
- active learning
- machine learning algorithms
- target domain
- semi supervised learning
- multiple domains
- personalized recommendation
- user preferences
- association rules
- collaborative filtering algorithms
- machine learning
- data sets