Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
which represents term-concept similarity matrix and document-concept similarity matrix respectively. Δ is a diagonal matrix, also represent as the square roots of “Eigen values” of a matrix. We can also call it as “Concept matrix”. We can later reduce the entire documents into a set of reduced