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Re:Item2Vec: Neural Item Embedding for Collaborative Filtering by etangent on Monday July 11, 2016 @07:41AM (#12070348)
"[before computing SVD], we normalized each entry according to the square root of the product of its row and column sums."

Why didn't they use something that usually works better, like PMI?

Re:Item2Vec: Neural Item Embedding for Collaborative Filtering by rspeer on Monday July 11, 2016 @11:34AM (#12071729)
This is a normalization that I have used and seen other people use. I don't think it's a foregone conclusion that PMI is better for every task.