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7Managementunterstützungssysteme

7.1Betriebliche Entscheidungen

7.2Methodische Grundlagen des Data-Science

7.2.1Regressionsanalyse

7.2.2Klassifikation

7.2.3Segmentierung

7.2.4Assoziationsanalyse

7.2.5Neuronale Netze

7.2.6Text-Mining

7.2.7Simulation

7.3Klassische Entscheidungsunterstützungssysteme

7.3.1Komponenten von Entscheidungsunterstützungssystemen

7.3.2Fallstudie „Regaloptimierung im Einzelhandel“

7.4Business-Intelligence-Systeme

7.4.1Data-Warehouse, Data-Mart und Data-Lake

7.4.2Abfrage- und Berichtssysteme

7.4.3Multidimensionale Datenmodelle und Online Analytical Processing (OLAP)

7.4.4Kennzahlenbasierte Leistungsmessung

7.4.5Fallstudie „SPAR AG“

7.5Konzeptorientierte, vorkonfigurierte Managementunterstützungssysteme

7.5.1Analytische Anwendungssysteme ...

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