Modeling information space for decision-making in the interaction of higher education system with regional labor market

Author

Avdeenko, T. ; Bakaev, M.

Author_Institution

Novosibirsk State Tech. Univ., Novosibirsk, Russia

fYear

2014

fDate

2-4 Oct. 2014

Firstpage

617

Lastpage

623

Abstract

The paper describes novel approach to constructing decision-making support system based on multi-dimensional model of information space for the process of interaction between higher education system and regional labor market. The particular features of the proposed approach are: accumulation of data with the use of web-scrapping intelligent information system, building multi-dimensional OLAP-warehouse with data consolidation and aggregation, analysis of data based on OLAP technology and deep Data Mining. We provide an overview of up-to-date online data auto-collection technologies, and describe the architecture of the intelligent system accumulating labor market data since 2011. Finally, an example of analysis is presented that allows hypothesizing that labor market is oversaturated by NSTU graduates of certain majors.

Keywords

data analysis; data mining; decision support systems; educational administrative data processing; further education; information systems; labour resources; NSTU graduates; OLAP-warehouse; Web-scrapping intelligent information system; data aggregation; data analysis; data consolidation; decision-making support system; deep data mining; higher education system; higher education system interaction; information space modeling; intelligent system; online data auto-collection technologies; regional labor market; Data mining; Data models; Decision making; Education; Industries; Monitoring; Web pages; Data Mining; Intelligent System; OLAP; Online Data;

fLanguage

English

Publisher

ieee

Conference_Titel

Actual Problems of Electronics Instrument Engineering (APEIE), 2014 12th International Conference on

Conference_Location

Novosibirsk

Print_ISBN

978-1-4799-6019-4

Type

conf

DOI

10.1109/APEIE.2014.7040759

Filename

7040759