Latent Semantic Analysis (LSA)

“LSA is a fully automatic mathematical/ statistical technique for extracting and inferring relations of expected usage of words in passages of discourse.”  Sounds difficult –  well I think it is. It seems to be the most used technique for topic modelling in the DH. Gensim and Mallet both great tools for topic modelling use it. I found a general introduction here: Introduction

 

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