Measuring Data Quality for Ongoing Improvement: A Data Quality Assessment Framework (The Morgan Kaufmann Series on Business Intelligence)

Sprache: Englisch

Verlag: Elsevier Science & Technology, United States, San Francisco, 2013

0123970334 / 9780123970336

Serie: Buch 7 von 11 - The Morgan Kaufmann Series on Business Intelligence

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The Data Quality Assessment Framework shows you how to measure and monitor data quality, ensuring quality over time. Youll start with general concepts of measurement and work your way through a detailed framework of more than three dozen measurement types related to five objective dimensions of quality: completeness, timeliness, consistency, validity, and integrity. Ongoing measurement, rather than one time activities will help your organization reach a new level of data quality. This plain-language approach to measuring data can be understood by both business and IT and provides practical guidance on how to apply the DQAF within any organization enabling you to prioritize measurements and effectively report on results. Strategies for using data measurement to govern and improve the quality of data and guidelines for applying the framework within a data asset are included. Youll come away able to prioritize which measurement types to implement, knowing where to place them in a data flow and how frequently to measure. Common conceptual models for defining and storing of data quality results for purposes of trend analysis are also included as well as generic business requirements for ongoing measuring and monitoring including calculations and comparisons that make the measurements meaningful and help understand trends and detect anomalies. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.…

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Titel
Measuring Data Quality for Ongoing Improvement: A Data Quality Assessment Framework (The Morgan Kaufmann Series on Business Intelligence)
Autor
Laura Sebastian-Coleman (Data Quality Director, Prudential)
Verlag
Elsevier Science & Technology, United States, San Francisco
Erscheinungsjahr
2013
Zustand
Very Good
Einband
Paperback
Sprache
Englisch
ISBN-10
0123970334
ISBN-13
9780123970336
Artikelgewicht
748 Gramm
Abmessungen
191.0 x 235.0
Serie
Buch 7 von 11: The Morgan Kaufmann Series on Business Intelligence

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