The practitioner’s guide to data quality improvement /
Loshin, David
The practitioner’s guide to data quality improvement / David Loshin - Burlington, MA. : Morgan Kaufmann, 2011 - xxiii, 398 p. : ill. ; 24 cm.
Includes index
Business impacts of poor data quality -- The organizational data quality program -- Data quality maturity -- Enterprise initiative integration -- Developing a business case and a data quality roadmap -- Metrics and performance improvement -- Data governance -- Dimensions of data quality -- Data requirement analysis -- Metadata and data standard -- Data quality assessment -- Remediation and improvement planning -- Data quality service level agreements -- Data profiling -- Parsing and standardization -- Entity identity resolution -- Inspection, monitoring, auditing, and tracking -- Data enhancement -- Master data management and data quality -- Bringing it all together
9780123737175 (pbk. : alk. paper)
Database management--Quality control
Databases--Quality control
Information management--Management
The practitioner’s guide to data quality improvement / David Loshin - Burlington, MA. : Morgan Kaufmann, 2011 - xxiii, 398 p. : ill. ; 24 cm.
Includes index
Business impacts of poor data quality -- The organizational data quality program -- Data quality maturity -- Enterprise initiative integration -- Developing a business case and a data quality roadmap -- Metrics and performance improvement -- Data governance -- Dimensions of data quality -- Data requirement analysis -- Metadata and data standard -- Data quality assessment -- Remediation and improvement planning -- Data quality service level agreements -- Data profiling -- Parsing and standardization -- Entity identity resolution -- Inspection, monitoring, auditing, and tracking -- Data enhancement -- Master data management and data quality -- Bringing it all together
9780123737175 (pbk. : alk. paper)
Database management--Quality control
Databases--Quality control
Information management--Management