Distributed, Large-Scale Latent Semantic Analysis by Index Interpolation
Sebastiano Vigna · 2008
Latent semantic analysis is a well-known technique to extrapolate concepts from a set of documents; it discards noise by reducing the rank of (a variant of) the term/document matrix of a document collection by singular value decomposition. The latter is performed by solving an equivalent symmetric e