MiningSolve™: The Core Decision Support Tool that Undergirds Our Strategic Approach to Data Mining Automation.
Traditional Approach
 
There really is no "traditional" approach to adding attitudes to datamarts. Yet, a small number of CRM practitioners have developed approaches to addressing this issue. In essence, all these methods have two distinct phases, a survey phase and a "linkage" or imputation phase.
 
In the survey phase the researcher obtains a statistically valid set of values or value statements using a market survey. These value statement are added in some way to the datamart. While the current crop of approaches to attitudinal datamart enhancement are not identical, they do display substantial similarity. Here's the general process is below:
 

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