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LSA uses SVD algorithm i.e. the terms-documents matrix $=U \Sigma V^T$

What is the exact meaning of matrix U here:

  • I know that it is a rotation but rotation of what?
  • Is it a concepts space? If yes which kind of concepts is it exactly?
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