Its all about providing personable search results tailored towards individual users. Based on a person's history of browsing, Google knows what a person is seeking and provides the results to match.
In some ways kind of worrying because all the users data are stored in some database. Who knows how it can be used in the future, perhaps it is time to use search engines through a proxy.