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Research on human resources efficiency of project department based on PCA-DEA complex model

Conference Paper


Abstract


  • For the problem of that the evaluation process of the project contractor involves a strong subjective sense and human judgment, the paper will quantify the efficiency of human resources in analysis and evaluation by the method of data envelopment analysis. At the same time, in order to meet the limit to the number of input and output indicators, the paper will take dimensionality reduction of indicators by the method of principal component analysis which can add data envelopment analysis effectively. In the other words, to establish PCA-DEA complex model. Finally, it will avoid the subjective human impact to the evaluation of the efficiency of human resources. © 2012 Springer-Verlag GmbH.

Publication Date


  • 2012

Citation


  • Li, W. Q., Liu, Y., & Meng, W. Q. (2012). Research on human resources efficiency of project department based on PCA-DEA complex model. In Advances in Intelligent and Soft Computing Vol. 148 AISC (pp. 455-460). doi:10.1007/978-3-642-28655-1_72

Scopus Eid


  • 2-s2.0-84864322926

Start Page


  • 455

End Page


  • 460

Volume


  • 148 AISC

Issue


  • VOL. 1

Abstract


  • For the problem of that the evaluation process of the project contractor involves a strong subjective sense and human judgment, the paper will quantify the efficiency of human resources in analysis and evaluation by the method of data envelopment analysis. At the same time, in order to meet the limit to the number of input and output indicators, the paper will take dimensionality reduction of indicators by the method of principal component analysis which can add data envelopment analysis effectively. In the other words, to establish PCA-DEA complex model. Finally, it will avoid the subjective human impact to the evaluation of the efficiency of human resources. © 2012 Springer-Verlag GmbH.

Publication Date


  • 2012

Citation


  • Li, W. Q., Liu, Y., & Meng, W. Q. (2012). Research on human resources efficiency of project department based on PCA-DEA complex model. In Advances in Intelligent and Soft Computing Vol. 148 AISC (pp. 455-460). doi:10.1007/978-3-642-28655-1_72

Scopus Eid


  • 2-s2.0-84864322926

Start Page


  • 455

End Page


  • 460

Volume


  • 148 AISC

Issue


  • VOL. 1