Title :
A bayesian belief network cost estimation model that incorporates cultural and project leadership factors
Author :
Hamdan, K. ; Bibi, S. ; Angelis, L. ; Stamelos, I.
Author_Institution :
United Arab Emirates Univ., Al Ain, United Arab Emirates
Abstract :
In this study, an analysis is performed in order to explore whether and how culture and leadership factors have an impact on the accuracy of software effort and cost estimation. A survey on software development projects within government departments in the United Arab Emirates (UAE) was undertaken. A Bayesian Belief Network (BBN) cost estimation model incorporating organizational and intercultural factors was developed and evaluated. The results indicated that the inclusion of such data into explanatory estimation models such as BBNs could provide useful information and increase the accuracy of final estimates.
Keywords :
belief networks; project management; software cost estimation; Bayesian belief network; intercultural factor; organizational factor; project leadership factor; software cost estimation; software development project; software effort estimation; Bayesian methods; Computer languages; Costs; Cultural differences; Government; Industrial electronics; Informatics; Performance analysis; Programming; Software performance; Bayesian Belief Networks; Culture and Leadership Characteristics; Software cost estimation;
Conference_Titel :
Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-4681-0
Electronic_ISBN :
978-1-4244-4683-4
DOI :
10.1109/ISIEA.2009.5356306