STATISTICAL ANALYSIS OF DATA RECORDS FOR AUTOMATIC DETERMINATION OF ACTIVITY OF NON-CUSTOMERS

摘要

Data records of a service provider may be utilized to estimate data regarding to users who are customers of an alternative service provider, such as a competitor. The data records may indicate interaction between users. An estimated value of a selected user may be determined based on a statistical model. The statistical model may be built using training data. The statistical model may take into account social activity of the selected user, such as which users are socially proximate to him. The statistical model may take into account interactions of the selected user with users who are customers of the service provider. The statistical model may take into account demographic data. The statistical model may take into account data regarding users who are socially proximate to the selected user.