Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
Analysis. Problem Statement: Two major problems exists for Vector Space Model Representation of any document. Synonymy: Many ways to refer to the same object, eg., car and automobile, which leads to poor recall. Polysemy: Most words have more than one distinct meaning, eg., model, python, chip,