Using Random Indexing to improve Singular Value Decomposition for Latent Semantic Analysis

We present results from using Random Indexing for Latent Semantic Analysis to handle Singular Value Decomposition tractability issues.We compare Latent Semantic Analysis, Random Indexing and Latent Semantic Analysis on Random Indexing reduced matrices.In this study we use a corpus comprising 1003 do... View More