merce and internet media, has coincided with growing recognition that many of the tasks people perform with computers can be performed better when the application adapts to its user. A popular example is Netflix, which gives customized movie recommendations to each user, using past movie ratings of the user and his or her friends. Netflix and other preference-aware interactive systems share the...