Automation of data normalization for implementing master data management systems

Data normalization is a laborious and costly process taking place in master data management soft-ware development in enterprises. We analyze the subtasks of the normalization and propose an approach to automating the most laborious of these subtasks. Also, we describe a software system implementing...

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Veröffentlicht in:	Programming and computer software 2013-05, Vol.39 (3), p.115-123
Hauptverfasser:	Nedumov, Ya. R., Turdakov, D. Yu, Maiorov, V. D., Ovchinnikov, P. E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Intelligence Automation Computer programs Computer Science Data management Learning Management systems Operating Systems Programming Skills Software Software Engineering Software Engineering/Programming and Operating Systems
Online-Zugang:	Volltext
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Beschreibung
Zusammenfassung:	Data normalization is a laborious and costly process taking place in master data management soft-ware development in enterprises. We analyze the subtasks of the normalization and propose an approach to automating the most laborious of these subtasks. Also, we describe a software system implementing the proposed approach and automatically learning the expert skills.
ISSN:	0361-7688 1608-3261
DOI:	10.1134/S0361768813030055