A method is provided 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.