Data Quality Management with Semantic Technologies

Paperback Engels 2016 9783658122249
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Christian Fürber investigates the useful application of semantic technologies for the area of data quality management. Based on a literature analysis of typical data quality problems and typical activities of data quality management processes, he develops the Semantic Data Quality Management framework as the major contribution of this thesis. The SDQM framework consists of three components that are evaluated in two different use cases. Moreover, this thesis compares the framework to conventional data quality software. Besides the framework, this thesis delivers important theoretical findings, namely a comprehensive typology of data quality problems, ten generic data requirement types, a requirement-centric data quality management process, and an analysis of related work. 

Specificaties

ISBN13:9783658122249
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Fachmedien Wiesbaden

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Inhoudsopgave

<p>Data Quality and Semantic Technology Basics.- Data Quality in the Semantic Web.- Architecture and Evaluation of the Semantic Data Quality Management Framework.</p>

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        Data Quality Management with Semantic Technologies