Nugumanova, Aliya; Baiburin, Yerzhan - International Institute of Social and Economic Sciences - 2014
Singular value decomposition (SVD) is a way to decompose a matrix into some successive approximation. This decomposition can reveal internal structure of the matrix. The method is very useful for text mining. Usually co-occurrence matrix (terms-by-documents matrix) defined over a large corpus of...