Data envelopment analysis for evaluating Japanese universities

被引：8

作者：

Aoki, Shingo ^{[1
]}

Inoue, Kazushige ^{[1
]}

Gejima, Ryota ^{[1
]}

机构：

[1] Osaka Prefecture Univ, Grad Sch Engn, Dept Comp Sci & Intelligent Syst, Naka Ku, 1-1 Gakuencho, Sakai, Osaka 5998531, Japan

来源：

ARTIFICIAL LIFE AND ROBOTICS | 2010年 / 15卷 / 02期

关键词：

Data envelopment analysis; Linear programming; Many-sided evaluation; Decision-making support;

D O I：

10.1007/s10015-010-0786-7

中图分类号：

TP24 [机器人技术];

学科分类号：

080202 ; 1405 ;

摘要：

In order to evaluate universities from various aspects, we propose a method of utilizing data envelopment analysis (DEA). The management of universities is complex, and it is necessary to find out their strengths and weaknesses so that they may become a better educational institute. In this sense, DEA contributes to the evaluation since it can show the efficiency of universities based on multiple viewpoints. However, when the number of universities evaluated is increased, the results of an evaluation are similar. Therefore, it is difficult to understand the specific points of each university. We propose a method for developing evaluations by adapting the decision-making unit (DMU) to certain viewpoints. The utility and effectiveness of the proposed method are shown by numerical experiments.

引用

页码：165 / 170

页数：6