scholarly journals Технологии искусственного интеллекта в управлении человеческими ресурсами

2020 ◽  
pp. 38-51
Author(s):  
Alena Vankevich

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.

2018 ◽  
Vol 8 (3) ◽  
pp. 129-133
Author(s):  
Goker Oge ◽  
Murat Topaloglu

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


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