• 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