Novel Personalized Multimedia Recommendation Systems Using Tensor Singular-Value-Decomposition.
Shih Yu ChangHsiao-Chun WuKun YanXinjia ChenYiyan WuPublished in: BMSB (2023)
Keyphrases
- singular value decomposition
- recommendation systems
- multimedia
- user modeling
- personalized recommendation
- singular vectors
- dimensionality reduction
- tensor factorization
- collaborative filtering
- user preferences
- tensor analysis
- low rank
- singular values
- least squares
- user profiles
- recommender systems
- principal component analysis
- latent semantic indexing
- user feedback
- search engine
- digital libraries
- high order
- web search
- recommendation algorithms
- tag recommendation
- low rank approximation
- data matrix
- tensor decomposition
- high dimensional