Title :
A new method of decision rule mining for IT project risk management based on rough set
Author :
Lu, Xinyuan ; Zhang, Jinlong
Author_Institution :
Sch. of Manage., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Risk management, an important process in IT project management, is the key for the success of IT project. Firstly in this paper, the limitation of the traditional way to mine the potential decision rules is pointed out, then a new method based on discernibility matrix is introduced to find out the hidden knowledge from imprecision or incomplete information, and mine the correct decision rules effectively, at the same time, an example is given to demonstrate the algorithm of the new method.
Keywords :
data mining; inference mechanisms; information technology; knowledge based systems; project management; risk management; rough set theory; IT project management; decision rule mining; discernibility matrix; knowledge reasoning; risk management; rough set; Data mining; Decision making; Information systems; Knowledge representation; Pattern analysis; Pattern recognition; Project management; Risk management; Set theory; Uncertainty;
Conference_Titel :
Services Systems and Services Management, 2005. Proceedings of ICSSSM '05. 2005 International Conference on
Print_ISBN :
0-7803-8971-9
DOI :
10.1109/ICSSSM.2005.1500147
