ABSTRACT
General-purpose social networks such as Facebook.com use personalization techniques to find potential friends based on the existing relationships and group memberships of the user. Professional social networks such as LinkedIn.com exploit the skills and professional background information available in a user profile to recommend potential employees. Search engines such as Google.com use the history of user searches to personalize the current searches of the user.
