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Authors: Yan Xia ; Xinlin Wu and Hui Feng

Affiliation: Shanghai Joint Laboratory for Discipline Evaluation, Shanghai Education Evaluation Institute, Shanghai and China

Keyword(s): Principal Component Analysis, Data Envelopment Analysis, Dimension Reduction, Higher Education Performance and Performance Evaluation.

Abstract: The implementation of performance evaluation on higher education is beneficial to optimize resource allocation and to promote sustainable development of higher education. It is challenging how to establish a scientific model of performance evaluation on universities and colleges objectively. This paper proposes a method of performance evaluation based on Data Envelopment Analysis with dimension reduction of performance evaluation indicators based on Principal Component Analysis. An automatic system is developed, implementing the method and analysing data from universities and colleges in Shanghai. It provides advice and guidance for performance evaluation, and establishes foundation for higher education development strategy.

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Paper citation in several formats:
Xia, Y.; Wu, X. and Feng, H. (2019). Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis. In Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU; ISBN 978-989-758-367-4; ISSN 2184-5026, SciTePress, pages 55-61. DOI: 10.5220/0007705600550061

@conference{csedu19,
author={Yan Xia. and Xinlin Wu. and Hui Feng.},
title={Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis},
booktitle={Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU},
year={2019},
pages={55-61},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007705600550061},
isbn={978-989-758-367-4},
issn={2184-5026},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Computer Supported Education - Volume 1: CSEDU
TI - Performance Evaluation of Universities and Colleges based on Method of Principal Component Analysis and Data Envelopment Analysis
SN - 978-989-758-367-4
IS - 2184-5026
AU - Xia, Y.
AU - Wu, X.
AU - Feng, H.
PY - 2019
SP - 55
EP - 61
DO - 10.5220/0007705600550061
PB - SciTePress

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