Grey Prediction Based Software Stage-Effort Estimation

被引:3
|
作者
WANG Yong
机构
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
project management; software engineering; sorftware effort estimation; grey model;
D O I
暂无
中图分类号
TP311.52 [];
学科分类号
摘要
The software stage-effort estimation can be used to dynamically adjust software project schedule,further to help make the project finished on budget. This paper presents a grey model Verhulst based method for stage-effort estimation during software development process,a bias correction technology was used to improve the estimation accuracy. The proposed method was evaluated with a large-scale industrial software engineering data-base. The results are very encouraging and indicate the method has considerable potential.
引用
收藏
页码:927 / 931
页数:5
相关论文
共 50 条
  • [21] Much more than a prediction: Expert-based software effort estimation as a behavioral act
    Patrícia G. F. Matsubara
    Igor Steinmacher
    Bruno Gadelha
    Tayana Conte
    Empirical Software Engineering, 2023, 28
  • [22] Soft Computing Based Estimation of Software Development Effort
    Saraswathi, S.
    Kannan, N.
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [23] Estimation of software projects effort based on function point
    Zheng, Yinhuan
    Wang, Beizhan
    Zheng, Yilong
    Shi, Liang
    ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 941 - +
  • [25] FCM Based Conceptual Framework for Software Effort Estimation
    Bhandari, Sangeeta
    PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 2584 - 2588
  • [26] AI-Based Models for Software Effort Estimation
    Kocaguneli, Ekrem
    Tosun, Ayse
    Bener, Ayse
    36TH EUROMICRO CONFERENCE ON SOFTWARE ENGINEERING AND ADVANCED APPLICATIONS, 2010, : 323 - 326
  • [27] Regression Analysis Based Software Effort Estimation Method
    Yucalar, Fatih
    Kilinc, Deniz
    Borandag, Emin
    Ozcift, Akin
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2016, 26 (05) : 807 - 826
  • [28] Effort estimation factors for component-based software
    Yu, Xuejun
    Zhang, Shujie
    High Technology Letters, 2006, 12 (SUPPL.) : 99 - 101
  • [29] Early stage software effort estimation using random forest technique based on use case points
    Satapathy, Shashank Mouli
    Acharya, Barada Prasanna
    Rath, Santanu Kumar
    IET SOFTWARE, 2016, 10 (01) : 10 - 17
  • [30] Software productivity and effort estimation
    Heidrich, Jens
    Oivo, Markku
    Jedlitschka, Andreas
    JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS, 2015, 27 (07) : 465 - 466