首页> 外文会议>2011 IEEE International Conference on Systems, Man, and Cybernetics >Using process mining in software development process management: A case study
【24h】

Using process mining in software development process management: A case study

机译:在软件开发过程管理中使用过程挖掘:一个案例研究

获取原文

摘要

In this paper we describe the application of process mining techniques to analyze a software development process. Software engineering practitioners often conduct quality auditing of the development process to assure conformance with organizational standards. Despite some works have explored process mining techniques for the conformance analysis of general business processes, it is not of our knowledge any study that applies process mining to conformance checking of software development processes. Under a practical perspective, this paper explores a real database with event logs generated in the past five years of execution of a software development process. The database was gently provided by a Brazilian software house with annual revenue of more than US$ 500 million and includes more than 2,000 cases (process instances). The results show that process mining can be effectively employed as a supporting tool for the management of software development processes and for the improvement of the maturity level of software engineering organizations.
机译:在本文中,我们描述了过程挖掘技术在分析软件开发过程中的应用。软件工程从业人员经常对开发过程进行质量审核,以确保符合组织标准。尽管有一些工作探索了用于一般业务流程的一致性分析的流程挖掘技术,但据我们所知,没有将流程挖掘应用于软件开发流程的一致性检查的研究。从实际角度出发,本文探索了一个真实的数据库,其中包含在执行软件开发过程的过去五年中生成的事件日志。该数据库由一家巴西软件公司提供,年收入超过5亿美元,其中包括2,000多个案例(流程实例)。结果表明,过程挖掘可以有效地用作软件开发过程管理的支持工具,并可以提高软件工程组织的成熟度。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号