The LSA (Deerwester et al., 1990) considers the relations between the dimensions in conventional vector space model (VSM) (Salton et al., 1975), and it can order the importance of each dimension in the Latent Semantic Space (LSS).
it is useful in reducing the dimensions of the vector by truncate the high dimensions.