arXiv Open Access 2020

Questions for Data Scientists in Software Engineering: A Replication

Hennie Huijgens Ayushi Rastogi Ernst Mulders Georgios Gousios Arie van Deursen
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Abstrak

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.

Topik & Kata Kunci

Penulis (5)

H

Hennie Huijgens

A

Ayushi Rastogi

E

Ernst Mulders

G

Georgios Gousios

A

Arie van Deursen

Format Sitasi

Huijgens, H., Rastogi, A., Mulders, E., Gousios, G., Deursen, A.v. (2020). Questions for Data Scientists in Software Engineering: A Replication. https://arxiv.org/abs/2010.03165

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Tahun Terbit
2020
Bahasa
en
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arXiv
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Open Access ✓