Title :
Application of Organizational Project Management Maturity Model Based on BP Neural Network
Author :
Li, Suike ; Bai, Sijun ; Feng, Rong ; Guo, Yuntao
Author_Institution :
Sch. of Manage., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
The objective of this paper is to present an approach to apply the Organizational Project Management Maturity Model (OPM3) to effectively assess organizational project management capability. Assessment index system is put forward based on OPM3, and BP neural network assessment model is constructed. Model is trained and validated through computer simulation by Matlab software. The result shows that the proposed approach can obtain objective and accurate assessment.
Keywords :
backpropagation; neural nets; project management; BP neural network; OPM3; assessment index system; organizational project management maturity model; Artificial neural networks; Computational modeling; Indexes; Mathematical model; Organizations; Project management; Standards organizations; BP neural network; Matlab simulation; Organizational Project Management Maturity Model(OPM3); assessment;
Conference_Titel :
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-0-7695-3997-3
DOI :
10.1109/ICEE.2010.671
