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LibraryThing
LibraryThing is a social networking website for cataloging and sharing personal and institutional library collections. The site contains a "Suggester" feature which provides book recommendations based on user catalogs with similar books. The broader your catalog, the more specific suggestions you will receive. --Wikipedia