Today, many e-commerce websites personalize their content,
including Net
ix (movie recommendations), Amazon (product
suggestions), and Yelp (business reviews). In many
cases, personalization provides advantages for users: for example,
when a user searches for an ambiguous query such as
\router," Amazon may be able to suggest the woodworking
