一种基于历史数据的软件缺陷预测方法改进

朱永春; 徐红

一种基于历史数据的软件缺陷预测方法改进

朱永春,
徐红

北京航空航天大学计算机学院, 北京 100083

基金项目: 国家863基金资助项目(2001AA110244)

详细信息

作者简介:
朱永春(1981- ),男,陕西西安人,硕士生,zyc@buaa.edu.cn.

中图分类号: TP 311.5
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- 文章访问数: 2359
- HTML全文浏览量: 7
- PDF下载量: 4
- 被引次数: 0
出版历程
- 收稿日期: 2003-06-05
- 网络出版日期: 2003-10-31

Empirical-based software defect content estimation improvement

School of Computer Science and Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China

摘要

摘要: 捕获-重捕获方法常用于评审会后对产品残留缺陷数的估计.使用均方误差对几种基于捕获-重捕获模型的估计器性能进行评估.然后提出一种基于历史数据的估计器改进方法,并对改进前后估计器的缺陷预测效果进行对比分析.
- 缺陷估计 /
- 经验数据 /
- 捕获-重捕获 /
- 软件评审
Abstract: Capture-recapture models were often used to estimate the number of defects remaining in the product after inspection. Using mean square error as the evaluation criterion, performance of several estimators based on capture-recapture models were evaluated. An improved empirical-based estimator was proposed and the performance of both original and improved estimators was compared and analyzed.
- defect estimation /
- experience data /
- capture-recapture /
- software inspection

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参考文献(1)

[1] Humphrey W S. Introduction to the team software process [M]. Massachusetts:Addison Wesley Longman Inc, 2000. 335~358 [2] Burnham K P, Overton W S. Robust estimation of population size when capture probabilities vary among animals [J]. Ecology, 1979, 60(5):927~936 [3] Otis D, Burnham K, White G, et al. Statistical inference from capture data on closed animal populations [J]. Wildlife Monographs, 1978,62:1~135 [4] Chao A, Lee S M, Jeng S L. Estimating population size for capture-recapture data when capture probabilities vary by time and individual animal [J]. Biometrics, 1992, 48(1):201~216 [5] Briand L C, Emam K E, Freimut B G, et al. A comprehensive evaluation of capture-recapture models for estimating software defect content [J]. IEEE Transactions on Software Engineering, 2000, 26(6):518~540 [6] Wiel S A V, Votta L G. Assessing software designs using capture-recapture methods [J]. IEEE Transactions on Software Engineering, 1993, 19(11):1045~1054 [7] Emam K E, Laitenberger O, Evaluating capture-recapture models with two inspectors [J]. IEEE Transactions on Software Engineering, 2001, 27(9):851~864 [8] Wohlin C, Runeson P, Brantestam J. An experimental evaluation of capture-recapture in software inspections[J]. Software Testing, Verification and Reliability, 1995, 5(4):213~232 [9] Runeson P, Wohlin C. An experimental evaluation of an experience-based capture-recapture method in software code inspections [J]. Empirical Software Engineering, 1998, 3(3):381~406 [10] Peterson H, Wohlin C. An empirical study of experience-based software defect content estimation methods . In:Titsworth F M. Proceedings of the 10th International Symposium on Software Reliability Engineering . USA:IEEE, 1999. 126~135

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