13. The apparatus of claim 11 , wherein said inferred set is modified by selecting a set of social neighbors and selecting a set of attributes of said selected set of social neighbors.
15. The apparatus of claim 13 , wherein said selection of said set of attributes employs a 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.