DocumentCode
2243688
Title
Software project risk assessing model based on credal networks
Author
Qu, Ying ; Tang, Xin-Liang
Author_Institution
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Volume
4
fYear
2010
fDate
11-14 July 2010
Firstpage
1976
Lastpage
1979
Abstract
A new method of software project risk assessment based on credal network is proposed. It can handle experts´ imprecise beliefs as well as their disagreement when quantifying the influences of risk factors by using credal set. Risk prediction and risk diagnosis were carried out by the inference in credal network. An example is given to illustrate the process. Case results indicate that the principle of the method is correct and it performs well in predicting software project assessment.
Keywords
belief networks; expert systems; project management; risk management; software development management; credal networks; risk diagnosis; risk factors; risk prediction; software project risk assessing model; Bayesian methods; Complexity theory; Machine learning; Risk management; Software; Uncertainty; Credal network; Probability inference; Risk assessment; Software project;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-6526-2
Type
conf
DOI
10.1109/ICMLC.2010.5580516
Filename
5580516
Link To Document