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Evaluation of project quality: A DEA-based approach

  • Shen Zhang*
  • , Yongji Wang
  • , Jie Tong
  • , Jinhui Zhou
  • , Li Ruan
  • *此作品的通讯作者
  • CAS - Institute of Software
  • Chinese Academy of Sciences
  • University of Chinese Academy of Sciences

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The evaluation of project quality exhibits multivariable, VRS (variable return to scale) and decision maker's preference properties. In this paper, we present a Data Envelopment Analysis (DEA) based evaluation approach. The DEA VRS model, which handles multivariable and VRS effectively, is used to measure project quality. And the DEA cone ratio model, which utilizes Analytical Hierarchy Process (AHP) to constrain quality metrics with respect to decision maker's preference, is also adopted to analyze the return to scale of the projects. A case study, which assesses 10 projects from ITECHS and 20 "Top active" projects on sourceforge.net with the novel method, is demonstrated. The results indicate that our approach is effective for quality evaluation and can get accurate estimates of future possible improvements.

源语言英语
主期刊名Software Process Change - International Software Process Workshop and International Workshop on Software Process Simulation and Modeling, SPW/ProSim 2006
出版商Springer Verlag
88-96
页数9
ISBN(印刷版)3540341994, 9783540341994
DOI
出版状态已出版 - 2006
已对外发布
活动International Software Process Workshop and International Workshop on Software Process Simulation and Modeling, SPW/ProSim 2006 - Shanghai, 中国
期限: 20 5月 200621 5月 2006

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
3966 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议International Software Process Workshop and International Workshop on Software Process Simulation and Modeling, SPW/ProSim 2006
国家/地区中国
Shanghai
时期20/05/0621/05/06

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