Evaluation model for the analysis of data maturity
- Carl Hanser Verlag
- Publication Type:
- Journal Article
- ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2019, 114, (1-2), pp. 29-33
- Issue Date:
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© Carl Hanser Verlag GmbH & Co. KG. Determination of the data maturity level for the application of machine learning methods in industrial manufacture. The digital transformation of business processes leads to a steady increase in available data. For the efficiently use of knowledge hidden in the data, companies are striving for the application of machine learning methods. Data quality is of outstanding importance for the applicability of machine learning methods and the quality of the results. This paper presents a model for the derivation of data maturity, to evaluate the chances of success of industrial data analytics projects and identify necessary steps for the improvement of data maturity.
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