Personalized Multimedia Recommendation Systems Using Higher-Order Tensor Singular-Value-Decomposition.
Shih Yu ChangHsiao-Chun WuKun YanXinjia ChenScott Chih-Hao HuangYiyan WuPublished in: IEEE Trans. Broadcast. (2024)
Keyphrases
- singular value decomposition
- recommendation systems
- higher order
- multimedia
- user modeling
- personalized recommendation
- high order
- collaborative filtering
- singular values
- user preferences
- least squares
- recommender systems
- tensor factorization
- low rank
- dimensionality reduction
- singular vectors
- user profiles
- latent semantic indexing
- tag recommendation
- web search
- tensor analysis
- principal component analysis
- user feedback
- data matrix
- digital libraries
- pairwise
- search engine
- relevance feedback
- factorization method