A Bayesian Network-Based Analysis of Changing Impact of Organizational Goals on Software Development

被引：0
|
作者：
Honda, Kiyoshi [1 ]
Hashimoto, Naohiro [1 ]
Washizaki, Hironori [2 ]
Fukazawa, Yoshiaki [2 ]
Taga, Masahiro [3 ]
Matsuzaki, Akira [3 ]
Nakagawa, Kazuyuki [3 ]
Sakai, Yusuke [3 ]
机构：
[1] Osaka Inst Technol, Osaka, Japan
[2] Waseda Univ, Tokyo, Japan
[3] E Seikatsu Co Ltd, Tokyo, Japan
来源：
2023 IEEE 34TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING WORKSHOPS, ISSREW | 2023年
关键词：
Project management; GQM; Causal analysis;
D O I：
10.1109/ISSREW60843.2023.00080
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Changes in organizational goals in companies affect various metric values related to software development; however, few methods are available to evaluate the impact of such changes. Therefore, we propose a method to divide the collected metric values before and after a change in organizational goals, construct a Bayesian network before and after the change to analyze the causal relationship between the metric values, and compare and evaluate the results before and after the change. In this study, we evaluate changes from 2016 to 2020 in organizational goals and the Bayesian network for person-hours, number of bugs, etc. in projects related to the development of cloud services that support the real estate industry, using data provided by e-Seikatsu Co., Ltd.
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页码：154 / 159
页数：6
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