Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
representation as below, can be written as Representation of the Documents only by Terms-Concepts or Document-Concepts. By expanding SVD, we can represent a document only with its term-concept space or document-concept space. This transformation will help us to do the prediction. Mathematics behind