BBN-based software project risk management

被引:113
作者
Fan, CF
Yu, YC
机构
[1] Yuan Ze Univ, Dept Comp Sci & Engn, Chungli 320, Taiwan
[2] Inst Nucl Energy Res, Nucl Instrumentat Div, Long Tang, Taiwan
关键词
uncertainty; software project risk management; BBN (Bayesian Belief Network); risk profile;
D O I
10.1016/j.jss.2003.12.032
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents a scheme to incorporate BBNs (Bayesian belief networks) in software project risk management. A theoretical model is defined to provide insights into risk management. Based on these insights, we have developed a BBN-based procedure using a feedback loop to predict potential risks, identify sources of risks, and advise dynamic resource adjustment. This approach facilitates the visibility and repeatability of the decision-making process of risk management. Both analytical and simulated cases are reported. (C) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码:193 / 203
页数:11
相关论文
共 15 条
[11]  
*NUCL ENG INT, 1993, SIZEWELL B REACTOR P, P28
[12]   WHEN PROFESSIONAL STANDARDS ARE LAX - THE CONFIRM FAILURE AND ITS LESSONS [J].
OZ, E .
COMMUNICATIONS OF THE ACM, 1994, 37 (10) :29-36
[13]  
YU Y, 2002, BBN BASED PROJECT RI
[14]   Constructing Bayesian-network models of software testing and maintenance uncertainties [J].
Ziv, H ;
Richardson, DJ .
INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE, PROCEEDINGS, 1997, :100-109
[15]  
2001, 1540 IEEE