Human capital systems, analytics, and data mining /
Hughes, Robert Clayton,
Human capital systems, analytics, and data mining / Robert C. Hughes. - Boca Raton : CRC Press, Taylor & Francis Group, c2019 - xxi, 272 pages : illustrations ; 26 cm. - Chapman & Hall/CRC data mining & knowledge discovery series ; 46 .
Includes bibliographical references and index.
Human capital management systems -- Human capital management system components -- Database systems, concepts and design -- Dimensional modeling -- Reporting and analytics with multidimensional and relational databases -- Online analytical processing and the OLAP cube multidimensional database -- Multidimensional OLAP database project with SQL server analytical services -- Multidimensional cube analysis with Microsoft Excel and SQL server analysis services -- Data mining -- Project management.
"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"--
9781498764780 (hardback : alk. paper)
2018011415
HD4904.7 / .H845 2018
658.30028557
Human capital systems, analytics, and data mining / Robert C. Hughes. - Boca Raton : CRC Press, Taylor & Francis Group, c2019 - xxi, 272 pages : illustrations ; 26 cm. - Chapman & Hall/CRC data mining & knowledge discovery series ; 46 .
Includes bibliographical references and index.
Human capital management systems -- Human capital management system components -- Database systems, concepts and design -- Dimensional modeling -- Reporting and analytics with multidimensional and relational databases -- Online analytical processing and the OLAP cube multidimensional database -- Multidimensional OLAP database project with SQL server analytical services -- Multidimensional cube analysis with Microsoft Excel and SQL server analysis services -- Data mining -- Project management.
"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"--
9781498764780 (hardback : alk. paper)
2018011415
HD4904.7 / .H845 2018
658.30028557