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The Goodreads algorithm seems to be based on "you read Book A so we'll recommend Book B" instead of analyzing the set of books you've read (and liked) as a whole. That is unfortunate. It's one of the only sites that would have access to the amount and type of data required to build a meaningful algorithm.
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