Hybrid Collaborative Filtering with Semi-Stacked Denoising Autoencoders for Recommendation.
Hairui ZouChaoxian ChenChangjian ZhaoBo YangZhongfeng KangPublished in: DASC/PiCom/DataCom/CyberSciTech (2019)
Keyphrases
- denoising
- collaborative filtering
- recommender systems
- image denoising
- hybrid recommendation
- noisy images
- personalized recommendation
- recommendation systems
- matrix factorization
- natural images
- data sparsity
- user preferences
- total variation
- image processing
- cold start
- latent factor models
- denoising algorithm
- gaussian noise
- product recommendation
- web page recommendation
- wavelet packet
- denoising methods
- cold start problem
- making recommendations
- collaborative filtering recommendation
- recommendation algorithms
- information filtering
- transfer learning
- online dating
- item recommendation
- user interests
- deal with information overload
- learning algorithm
- web personalization
- implicit feedback