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I have a document-term matrix and I performed SVD on it. How can I cluster terms based on the singular values?

Is there any relationship between SVD and factor analysis?

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You could just take the eigenvector matrix that corresponds to your terms (i.e., A^TA or AA^T), turn it into a distance matrix of some kind, and then use your choice of clustering criterion.

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