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Analysis of Data Quality and Information Quality Problems in Digital Manufacturing

Communication avec acte
Author
WANG, Keqin
TONG, Shurong
ROUCOULES, Lionel
93484 Université de Technologie de Troyes [UTT]
EYNARD, Benoit
93027 Université de Technologie de Compiègne [UTC]

URI
http://hdl.handle.net/10985/7714
DOI
10.1109/ICMIT.2008.4654405
Date
2008

Abstract

This work focuses on the increasing importance of data quality in organizations, especially in digital manufacturing companies. The paper firstly reviews related works in field of data quality, including definition, dimensions, measurement and assessment, and improvement of data quality. Then, by taking the digital manufacturing as research object, the different information roles, information manufacturing processes, influential factors of information quality, and the transformation levels and paths of the data/information quality in digital manufacturing companies are analyzed. Finally an approach for the diagnosis, control and improvement of data/information quality in digital manufacturing companies, which is the basis for further works, is proposed.

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