Evolution of singular value decomposition in recommendation systems: a review.
Rachana MehtaKeyur RanaPublished in: Int. J. Bus. Intell. Data Min. (2019)
Keyphrases
- singular value decomposition
- recommendation systems
- singular values
- collaborative filtering
- least squares
- dimension reduction
- low rank
- user preferences
- recommender systems
- dimensionality reduction
- latent semantic indexing
- collaborative filtering recommendation algorithm
- web search
- principal component analysis
- matrix factorization
- search engine
- recommendation algorithms
- social recommendation
- neural network
- user feedback
- low rank approximation
- ranking algorithm
- vector space model
- support vector
- image sequences
- data matrix
- singular vectors