Collaborative Filtering and Deep Learning Based Hybrid Recommendation for Cold Start Problem.
Jian WeiJianhua HeKai ChenYi ZhouZuoyin TangPublished in: DASC/PiCom/DataCom/CyberSciTech (2016)
Keyphrases
- deep learning
- cold start problem
- hybrid recommendation
- collaborative filtering
- data sparsity
- recommender systems
- matrix factorization
- cold start
- unsupervised learning
- machine learning
- transfer learning
- mental models
- personalized recommendation
- user preferences
- weakly supervised
- user ratings
- recommendation systems
- implicit feedback
- user profiles
- information overload
- user interests
- text mining
- prediction accuracy