Nov 14
more reasons I ♥ LibraryThing
A release about their new recommendation systems, Suggester and UnSuggester.
UnSuggester is a brand new idea in recommender technology. Recommender systems usually work by similarities. Amazon’s “Customers who bought this item also bought” and LibraryThing’s “People with this book also have” are typical of the type—What books do people buy together? What books occur often in the same member libraries?
UnSuggester flips this logic: What books DON’T occur in the same libraries? We took our “similars” algorithm and changed “sort ascending” to “sort descending” and—hey presto!—instead of similar books, we get opposite ones. You bet we’re going to patent it!
How does it work?
UnSuggester starts by finding every copy of the book in question and all of its owners. So, taking Thucydides’ History of the Peloponnesian War as an example, LibraryThing finds the 600-odd people who have entered this ancient classic in their account. Then it makes a big pile of all their other books, a pile of some 623,000 books in all. Then it does a little math. If LibraryThing has seven million books, then a pool of 623,000 book is about 8% of the total. If this pool were average, it would also contain 8% of the Harry Potters, 8% of the Derridas and 8% of the Danielle Steels. But this isn’t so. People who own Thucydides aren’t a random cross-section of the book-loving public. For example that 8% also contains almost half the Caesar and Plutarch in LibraryThing. At the other end of the scale, Thucydides-fanciers are particularly immune to the novels of Marian Keyes and Dean Koontz. The greatest disconnect occurs with Louise Rennison’s popular, teeny-bopper chick-lit novel Angus, thongs and full-frontal snogging : confessions of Georgia Nicolson—the top UnSuggestion.
Looks like I’m not going to get any work done today.
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