Hasan Erbay

Latent semantic analysis via truncated ULV decomposition

2016

Latent semantic analysis (LSA) usually uses the singular value decomposition (SVD) of the term-document matrix for discovering the latent relationships within the document collection. With the SVD, by disregarding the smaller singular values of the …