"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...

The goal of this chapter is to introduce the text mining capabilities of RAPIDMINER through a use case. The use case involves mining reviews for hotels at TripAdvisor.com, a popular web portal. We will be demonstrating basic text mining in RAPIDMINER using the text mining extension. We will...

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 --...

Intelligent data analysis techniques offer powerful solutions to collecting and analyzing vast quantities of environmental and economic data, which lead to better decision making for sustainable development. This volume is the first to discuss the treatment of intelligent data analysis...

Chapter 1. Analytics background and architectures -- chapter 2. Mathematical and statistical preliminaries -- chapter 3. Statistics for descriptive analytics -- chapter 4. Bayesian probability and inference -- chapter 5. Inferential statistics and predictive analytics -- chapter 6. Artificial...

chapter 1. Analytics background and architectures -- chapter 2. Mathematical and statistical preliminaries -- chapter 3. Statistics for descriptive analytics -- chapter 4. Bayesian probability and inference -- chapter 5. Inferential statistics and predictive analytics -- chapter 6. Artificial...