Title :
A Framework of Estimating Software Project Success Potential Based on Association Rule Mining
Author :
Shan, Xiaohong ; Jiang, Guorui ; Huang, Tiyun
Author_Institution :
Coll. of Econ. & Manage., Beijing Univ. of Technol., Beijing, China
Abstract :
The paper proposes a framework to estimate the software project success potential using association rule mining technique. The framework aims to explore the relationship between the risk dimensions and project outcome. By the obtained association rules that take risk dimensions as the condition and the project outcome as the result, project managers can estimate whether a new project will be successful or failure based on its risk factor values as early as possible. At last we design a project data generator to illustrate how the framework works.
Keywords :
data mining; project management; risk management; software management; association rule mining technique; project data generator; project outcome; risk dimension; risk factor value; software project success potential estimation framework; Association rules; Computer industry; Data mining; Educational institutions; Environmental economics; Failure analysis; Project management; Risk management; Taxonomy; Technology management;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5305678