Disclosed is a method for maintaining compact descriptions of the behavior
of customers in a database of information relating to customer
transactions. Of all possible variables that might be used to
characterize customer transactions, a limited number are selected on the
basis of discriminating power to define customer profiles. Customers are
classified according to distinguishing features of their profiles. A new
customer can be initially assigned to a particular class based on data
characterizing his first few transactions.