Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
LSI uses a linear algebra technique — Singular Value Decomposition (SVD) — before performing dimensionality reduction. Every document can be represented as a vector. Every word can be represented as a vector ( through CBOW, or Skip Gram), which are semantically related. A document contains