Data mining techniques for better decisions in human resource management systems

2008 ◽  
Vol 3 (5) ◽  
pp. 464 ◽  
Author(s):  
Jayanthi Ranjan ◽  
D.P. Goyal ◽  
S.I. Ahson
2017 ◽  
Vol 1 (1) ◽  
pp. 41-46
Author(s):  
Okaile R. Marumo ◽  
Tumisang Angela Mmopelwa

In the past few years, Analytics has rapidly risen in among organizations within the field of human resource management. To the present date, however, Human Resource Analytics has not been subject to a lot of scrutiny from educational researchers. The aim of this paper is so to look at Different Mining Techniques could be implemented in the HR Department to enhance or support their decision making process. This will improve existing practices of HR analytics and will deliver transformational change indeed


Author(s):  
Martin Burgard ◽  
Franca Piazza

The increased use of information technology leads to the generation of huge amounts of data which have to be stored and analyzed by appropriate systems. Data warehouse systems allow the storage of these data in a special multidimensional data base. Based on a data warehouse, business intelligence systems provide different analysis methods such as online analytical processing (OLAP) and data mining to analyze these data. Although these systems are already widely used and the usage is still growing, their application in the area of electronic human resource management (e-HRM) is rather scarce. Therefore, the objective of this article is to depict the components and functionality of these systems and to illustrate the application possibilities and benefits of these systems by selected application examples in the context of e-HRM.


2022 ◽  
pp. 606-618
Author(s):  
Sachin Soonthodu ◽  
Susheela Shetty

Technology plays a crucial role in inclusive growth of modern human management systems. Recruitment, hiring, training, retaining, workplace administration, and optimizing workforce environment are the major functions of human resources management. Adopting innovative technology within the organisation enables the managers to accumulate and deliver the information as well as communicate with employees more effectively. India, as one of the developed countries, is successfully integrating technology in human resource management systems to ensure market-driven product and service development. Technology makes jobs easy; at the same time, it threatens the job market by reducing the human resource requirement to perform particular tasks. An effective human resource management should have the ability to integrate technology and the human resource for the better development of an organisation. This theoretical study focuses on various technologies adopted by the human resource management to make the workplace effective and highly productive.


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