Database

On the left side of Figure 2 basic components are shown. There are several sources of internal data (sources for the external data are on company web server):

• summary tables that describe customers (e.g. billing records);

• customer surveys of a subset of customers who answer detailed questions;

• behavioral data contained in transactions systems (web logs, credit card records, etc.); and

• accounting computerized system.

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