Hughes Human Capital Systems, Analytics, and Data Mining

1. Auflage 2017
ISBN: 978-1-4987-6479-7
Verlag: CRC Press
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 294 Seiten

Reihe: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

This book fills a void in the Systems and Big Data space with regard to Human Capital Systems, Data Architecture, Analytics, and Systems. It is designed both as a text for graduate level courses In Human Resource Systems, Human Capital Analytics, and Data Mining as well as a resource for Human Capital Analytical professionals in the course of ongoing contemporary research in all functional areas of Human Capital, including Compensation, Benefits, Talent Acquisition, and Performance.

Autoren/Hrsg.

Hughes, Robert C.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Wirtschaftswissenschaften Betriebswirtschaft Bereichsspezifisches Management Personalwesen, Human Resource Management
• Mathematik | Informatik Mathematik Stochastik

Inhaltsverzeichnis

Human Capital Systems Past and Present. HCMS Acquisition. RDMS Technology. Data Warehousing. OLAP. Knowledge Discovery Systems and Software. Human Capital Metrics. Machine Learning in Human Capital Research. HCMS Predictive Analytics Tutorials and Exercises. HCMS Data Mining. Software Tutorials Including the Use of: Weka, SQL Server and Oracle RDMS, SQL Server Analytical Services (SSAS), RapidMiner, IBM Watson Online.