Music Recommendation System based on Collaborative Filtering and Singular Value Decomposition.
Xiaoyu LinPublished in: CAIBDA (2022)
Keyphrases
- singular value decomposition
- collaborative filtering
- recommender systems
- recommendation systems
- matrix factorization
- singular values
- dimension reduction
- low rank
- dimensionality reduction
- personalized recommendation
- least squares
- principal component analysis
- latent semantic indexing
- user preferences
- latent semantic analysis
- measurement matrix
- recommendation algorithms
- null space
- factorization method
- singular vectors
- linear combination
- language model
- low rank approximation
- low rank matrix