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Knowledge Discovery in Databases: Eine Analyse Des Änderungsmanagements in Der Produktentwicklung
Paperback
Series: Informationsmanagement Und Computer Aided Team
Business GeneralManagementGeneral Computers
ISBN13: 9783658020019
Publisher: Springer Gabler
Published: May 22 2013
Pages: 306
Weight: 0.96
Height: 0.75 Width: 5.83 Depth: 8.27
Language: German
Das Änderungsmanagement in der Produktentwicklung der Automobilindustrie ist gekennzeichnet durch steigende Relevanz und zunehmende Komplexität. Da Änderungen in gro en Unternehmen über Anträge in Workflowsystemen gesteuert werden, wird eine Vielzahl von Daten erzeugt. Diese gro e Datenbasis wird zunehmend zur Wissensgenerierung und Prozessverbesserung genutzt. Methoden der Statistik sind aber oftmals ungeeignet. Armin Sharafi analysiert mehr als 53.000 Änderungsanträge aus fünf Jahren Entwicklungstätigkeit eines gro en Automobilkonzerns. Schritt für Schritt wird mit Hilfe des für die Domäne neuartigen Ansatzes des Knowledge Discovery in Databases die Datenbasis zur Wissensgenerierung untersucht. Muster werden durch Methoden des Data Mining und Text Mining entdeckt sowie Handlungsempfehlungen zur Verbesserung der Produktentwicklung abgeleitet.
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