一个包含文化和项目领导因素的贝叶斯信念网络成本估算模型

K. Hamdan, S. Bibi, L. Angelis, I. Stamelos
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引用次数: 10

摘要

在本研究中,为了探索文化和领导因素是否以及如何影响软件工作和成本估算的准确性,进行了分析。对阿拉伯联合酋长国(UAE)政府部门内的软件开发项目进行了调查。提出了一种结合组织和跨文化因素的贝叶斯信念网络(BBN)成本估算模型,并对其进行了评估。结果表明,将这些数据纳入bbn等解释性估计模型可以提供有用的信息,并提高最终估计的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A bayesian belief network cost estimation model that incorporates cultural and project leadership factors
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.
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