1. A method of determining a probability of inferring an unknown attribute value for an attribute of interest for a target node in a social network, the method comprising the steps of: receiving as an input attribute values and link relationships for a plurality of additional nodes in the social network; creating a simplified network using the input values and relationships; and calculating the probability of inferring the unknown on attribute value for the target node.