Master data governance process driven by source data accuracy metric

摘要

A method, apparatus, and computer program product for processing data is disclosed. In one aspect of the invention, a computer implemented method comprises receiving, on one or more computers, a record having one or more attributes from a source system. The method also comprises measuring, on one or more computers, a data accuracy of the received record as compared to a golden record stored in a master data management system. One or more remediation actions are performed, on one or more computers, to enforce improvements to the measured data accuracy of the received record in the source system. In one or more embodiments, measurement of data accuracy comprises calculating, on one or more computers, an accuracy score defined by a closeness of the received record to the golden record.

主权项

1. A computer-implemented method for processing data, comprising:
receiving, on one or more computers, a record having one or more attributes from a source system; measuring, on one or more computers, a data accuracy of the received record as compared to a golden record stored in a master data management system, wherein measuring the data accuracy of the received record comprises calculating an accuracy score defined by a closeness of the received record to the golden record, the accuracy score calculated by: computing, on one or more computers, a golden record self-score by matching the golden record on itself; computing, on one or more computers, a source-to-golden score by comparing the received record to the golden record; and computing, on one or more computers, the accuracy score by dividing the source-to-golden score by the golden record self-score; and performing, on one or more computers, one or more remediation actions enforcing improvements to the measured data accuracy of the received record in the source system.