DocumentCode
1900216
Title
Prediction of project problem effects on software risk factors
Author
Cingiz, M. Ozgur ; Unudulmaz, Ahmet ; Kalipsiz, Oya
Author_Institution
Comput. Eng. Dept., Yildiz Tech. Univ., İstanbul, Turkey
fYear
2013
fDate
22-24 Sept. 2013
Firstpage
57
Lastpage
61
Abstract
Software risks can be defined as uncertainty and loss in project process. Software risk management consists of risk identification, estimation, refinement, mitigation, monitoring and maintenance steps. In our study we focus on prediction of project problem effects that can cause loss in software project in terms of their values on risk factors and also we want to rank our risk factors to observe how they can give detail about project problem effects separately. For these purpose five classification methods for prediction of problem impact and two filter feature selection methods for ranking importance of risk factors are used in this study.
Keywords
pattern classification; project management; risk analysis; software maintenance; software management; system monitoring; classification methods; feature selection methods; project problem effect prediction; project process; risk estimation step; risk identification step; risk maintenance step; risk mitigation step; risk monitoring step; risk refinement step; software risk analysis; software risk factors; software risk management; Capability maturity model; Companies; Neural networks; Predictive models; Risk management; Software; Support vector machines; risk impact prediction; software risk management; software risk ranking; sofware risk analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Software Methodologies, Tools and Techniques (SoMeT), 2013 IEEE 12th International Conference on
Conference_Location
Budapest
Print_ISBN
978-1-4799-0419-8
Type
conf
DOI
10.1109/SoMeT.2013.6645641
Filename
6645641
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