论文标题
软件工程中数据科学家的问题：复制
Questions for Data Scientists in Software Engineering: A Replication
论文作者
论文摘要
2014年，一项微软研究调查了数据科学应用于软件工程的问题。这导致了开发人员认为与数据科学家回答相关的145个问题，从而为社区提供了研究议程。快进到五年后，没有进一步的研究调查了微软的软件工程师是否持有其他软件公司的问题，包括具有不同主要重点的软件密集型公司（我们将其称为软件定义的企业）。此外，考虑到软件工程的技术进步，五年前发现的问题仍然适用。
In 2014, a Microsoft study investigated the sort of questions that data science applied to software engineering should answer. This resulted in 145 questions that developers considered relevant for data scientists to answer, thus providing a research agenda to the community. Fast forward to five years, no further studies investigated whether the questions from the software engineers at Microsoft hold for other software companies, including software-intensive companies with different primary focus (to which we refer as software-defined enterprises). Furthermore, it is not evident that the problems identified five years ago are still applicable, given the technological advances in software engineering.
