StumbleUpon is a web discovery platform that recommends high-quality web pages to users based on their interests and the ratings of pages by other users with similar interests. Users choose topics they like, and with each Stumble a relevant page is displayed that has been recommended by other users in that topic. Users can then rate pages with thumbs up or down, helping the system learn their preferences and provide better recommendations to other users.