Data Enhancement for Analytical Purposes

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By David Loshin

Last time we looked at two example operational uses of data enhancement. But the
value is not limited to insertion in specific operational workflows, because
enhancement is often done to provide additional detail for reporting and
analysis purposes.

And in these cases, enhancement goes beyond data standardization and correction;
instead, the enhancement process can add more information by linking one data
set to another.… Read More

Data Enhancement for Operational Purposes

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By David Loshin

In my last post, I introduced the concept of data enhancement as a collection of methods for adding information to a data set to increase its utility, and suggested that there are a number of scenarios where enhancement adds business value. In this post, we’ll look at two examples that show ways that data enhancement can be incorporated into

operational scenarios.… Read More

Increasing Data Utility and Gaining Business Value from Data Enhancement

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By David Loshin

  Most business applications are originally designed to serve a specific purpose, and
  consequently, the amount of data either collected or created by any specific application is
  typically just enough to get the specific job done. In this case, the data is utilized for the
  specific intent, and we’d say that the “degree of utility” is limited to that single business application.… Read More