Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
concepts based on the importance to our context. Referring to examples given in Deerwester’s paper, A set of documents , c1 to c5 and m1 to m4, These 9 documents are having 12 important words in it which represents the contents of each document. These documents can be decomposed into its SVD