3. The method of claim 1 , wherein said modifying step further comprises the steps of selecting a set of social neighbors and selecting a set of attributes of said selected set of social neighbors.
6. The method of claim 3 , wherein said step of selecting a set of attributes employs said user attribute correlation model to select a set of unknown attributes of the one or more of said social neighbors to ask the user about using attribute correlation.