Title :
A talent markets analysis method based on data mining
Author :
Wu, Xie ; Zhang, Huimin
Author_Institution :
Sch. of Appl. Sci. & Technol., Guilin Univ. of Electron. Technol., Guilin, China
Abstract :
In view of the problems of mass information and the structural imbalance of supply and demand in talent markets, an analysis method of talent market is proposed based on data mining theory. Multitudinous online recruitment information of job market is collected. Databases and multidimensional data sets are established. Constructing employment fact table and dimension table of a star model, data mining and results analysis are carried out. Example shows that data mining results can intuitively provide effective decision support for employers, graduates and university.
Keywords :
data mining; database management systems; decision support systems; employment; data mining; decision support; employers; employment fact table; graduates; job market; multidimensional data sets; multitudinous online recruitment information; talent markets analysis; university; Biological system modeling; Computer aided software engineering; Educational institutions; Employment; Hardware; Qualifications; analysis; data mining; data warehouse; database system; employment; talent market;
Conference_Titel :
Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6582-8
DOI :
10.1109/ICICISYS.2010.5658634