scholarly journals Using the Big Data in the human resources management systems

2018 ◽  
Vol 8 (3) ◽  
pp. 129-133
Author(s):  
Goker Oge ◽  
Murat Topaloglu
Keyword(s):  
Big Data ◽  
Human Resources ◽  
Programming Languages ◽  
File System ◽  
Labour Force ◽  
Human Resources Management ◽  
Data Entry ◽  
Resources Management ◽  
Personnel Recruitment ◽  
System File

Measures like setting a destination, evaluation of performances, planning of the labour force about business, personnel recruitment, charging of personnel, informations about personnel, analytical of labour force and reporting, etc., are considered as vital problems of the human resources management. In this study, these criteria in a variety of data were collected with a large repository Apache Hadoop Distributed File System file system owned. Data entry and analysis were used Apache Pig and Java programming languages. The aim of the study is to help ‘the owners of business’ evaluate the abundance of data and to get rid of the management complexity via an application which is the biggest problem of management system in human resources. Keywords: Big Data, management of human resources, Hadoop, Pig, map-reduce

BIG DATA IN HUMAN RESOURCE MANAGEMENT

2020 ◽  
Vol 9 (3) ◽  
pp. 76-80
Author(s):  
D. Bragina ◽  
N. Molodchik
Keyword(s):  
Big Data ◽  
Data Analysis ◽  
Resource Management ◽  
Human Resources ◽  
Human Resource Management ◽  
Human Resource ◽  
Human Resources Management ◽  
Big Data Analysis ◽  
Resources Management ◽  
Employee Data

The article discusses the possibilities of using big data in the field of human resources management, shows the difficulties that can be encountered when introducing these technologies into the work of the company. The main problems of the use of employee data by companies for the analysis, forecasting and improvement production indicators are given. Examples of companies that successfully use big data in their work are shown. Recommendations how to introduce the technology of big data analysis in the field of human resource management are given.

scholarly journals TOOLS TO INCREASE THE EFFICIENCY OF PERSONNEL RECRUITMENT IN THE SYSTEM OF HUMAN RESOURCES MANAGEMENT IN THE IT SPHERE

2020 ◽  
Vol 2 (32(59)) ◽  
pp. 24-31
Author(s):  
E. Bilyk ◽  
O. Khymych ◽  
Y. Blynda ◽  
U. Lukashevska
Keyword(s):  
Social Networks ◽  
Human Resources ◽  
Personnel Management ◽  
Performance Indicators ◽  
Human Resources Management ◽  
Resources Management ◽  
Personnel Recruitment ◽  
The Cost ◽  
It Enterprises

The article is devoted to the issues of increasing the efficiency of personnel recruitment in the personnel management system of IT enterprises. The key performance indicators of the recruitment department are substantiated, such as: the number of closed vacancies, the speed of closing vacancies, the quality of closing vacancies, the cost of closing vacancies and feedback from both candidates and managers (customers). The influence of social networks on the activities of recruiters is analyzed - a factor that influenced hiring more than it seems at first glance.

scholarly journals People Analytics

2021 ◽  
Author(s):  
Benjamin Blum
Keyword(s):  
Big Data ◽  
Human Resources ◽  
Case Studies ◽  
Data Protection ◽  
Human Resources Management ◽  
Modern Human ◽  
Practical Case ◽  
Resources Management ◽  
Vast Amount ◽  
Telecommunications Law

Modern human resources management ("people analytics") requires the use of complex algorithms and the evaluation of a vast amount of data. In this context, companies easily get into conflict with the applicable data protection regulations. The author presents the relevant provisions on data, industrial constitution and telecommunications law and uses practical case studies to show which pitfalls must be considered. In this context, he designs legally compliant solutions for the use of automated decisions, Big Data and IoT in companies. A sample works agreement on possible use scenarios is also drafted for the target group of lawyers, works councils and companies.

scholarly journals Технологии искусственного интеллекта в управлении человеческими ресурсами

2020 ◽  
pp. 38-51
Author(s):  
Alena Vankevich
Keyword(s):  
Artificial Intelligence ◽  
Social Media ◽  
Big Data ◽  
Human Resources ◽  
Management System ◽  
Human Resources Management ◽  
Product Architecture ◽  
Resources Management ◽  
Software Product

There have been developed methods for using artificial intelligence technologies in an organization’s human resources management system based on the processing and interpretation of big data. Substantiated is the concept of using artificial intelligence for social scoring when hiring potential candidates for jobs. In accordance with that concept, a software product architecture has been developed that makes it possible to apply the personnel profiling technologies, based on the information from social media, for assessing the degree of the applicant’s readiness to fulfill professional duties of the position he/she is applying for. Suggested are recommendations on the application of directions for the implementation of artificial intelligence.

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