30 September 2019 to 4 October 2019
Montenegro, Budva, Becici
Europe/Podgorica timezone

Big Data technologies for labour market analysis

3 Oct 2019, 12:30
15m
Splendid Conference & SPA Resort, Conference Hall Petroviċa

Splendid Conference & SPA Resort, Conference Hall Petroviċa

Sectional Machine Learning Algorithms and Big Data Analytics Machine Learning Algorithms and Big Data Analytics

Speaker

Sergey Belov (Joint Institute for Nuclear Research)

Description

This paper discusses some approaches to the intellectual text analysis in application to automated monitoring of the labour market. The scheme of construction of an analytical system based on Big Data technologies for the labour market is proposed. Were compared the combinations of methods of extracting semantic information about objects and connections between them (for example, from job advertisements) from specialized texts. A system for monitoring of the Russian labour market has been created, and the work is underway to include other countries in the analysis. The considered approaches and methods can be widely used to extract knowledge from large amounts of texts.

Primary author

Sergey Belov (Joint Institute for Nuclear Research)

Co-authors

Mr Ivan Kadochnikov (JINR) Javad Javadzade (Joint Institute for Nuclear Research, Plekhanov Russian University of Economics) Dr Petr Zrelov (LIT JINR) Dr Vladimir Korenkov (JINR)

Presentation materials