Evaluation of input and output efficiency of science and technology based on DEA model

Author

Li, Dong-mel ; Liu, Bin ; Qu, Ying

Author_Institution

Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China

Volume

3

fYear

2012

fDate

15-17 July 2012

Firstpage

1014

Lastpage

1018

Abstract

The implication and feature of input and output efficiency of science and technology are analyzed. The evaluation index system of input and output efficiency of science and technology is established by using a new feature selection method based on principal component analysis. The input and output efficiency of science and technology of each province is calculated and evaluated by using data envelopment analysis model. The input and output status of science and technology in our country is analyzed. The countermeasures and suggestions to raise input and output efficiency of science and technology are put forward.

Keywords

data envelopment analysis; economics; principal component analysis; DEA model; data envelopment analysis; evaluation index system; input efficiency; output efficiency; principal component analysis; science and technology; Abstracts; Data envelopment analysis; Evaluation; Evaluation index system; Feature selection; Input and output efficiency of science and technology;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics (ICMLC), 2012 International Conference on

Conference_Location

Xian

ISSN

2160-133X

Print_ISBN

978-1-4673-1484-8

Type

conf

DOI

10.1109/ICMLC.2012.6359493

Filename

6359493