Journal Article

·2013

Prediction of project problem effects on software risk factors

Mustafa Özgür Cingiz YTU , Ahmet Unudulmaz YTU , Oya Kalıpsız YTU

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

Computer science Project risk management Ranking (information retrieval) Software project management Risk analysis (engineering) Software Risk management Identification (biology) Risk management plan Data mining Rank (graph theory) Project management Feature selection Software metric Risk assessment Software development Machine learning Software quality Project management triangle Engineering Systems engineering IT risk management Software construction Mathematics

Subject Areas

Software Engineering Techniques and Practices ·Information Systems ·Physical Sciences
Software Engineering Research ·Information Systems ·Physical Sciences
Software Reliability and Analysis Research ·Software ·Physical Sciences

Citations by Year