Xueqi Yang
Tim Menzies
ABSTRACT
We report here the use of the 145 software engineering questions for data scientists presented in the Microsoft study in a recent FSE~'20 paper by Huijgens et al. The study by Begel et al. was replicated by Huijgens et al.
- Andrew Begel and Thomas Zimmermann. 2014. Analyze this! 145 questions for data scientists in software engineering. In Proceedings of the 36th International Conference on Software Engineering. 12–23. https://doi.org/10.1145/2568225.2568233 Google Scholar
Digital Library
- Hennie Huijgens, Ayushi Rastogi, Ernst Mulders, Georgios Gousios, and Arie van Deursen. 2020. Questions for data scientists in software engineering: a replication. In Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. 568–579. https://doi.org/10.1145/3368089.3409717 Google ScholarDigital Library
Index Terms
- Documenting evidence of a replication of ‘analyze this! 145 questions for data scientists in software engineering’
Recommendations
Analyze this! 145 questions for data scientists in software engineering
ICSE 2014: Proceedings of the 36th International Conference on Software EngineeringIn this paper, we present the results from two surveys related to data science applied to software engineering. The first survey solicited questions that software engineers would like data scientists to investigate about software, about software ...
Questions for data scientists in software engineering: a replication
ESEC/FSE 2020: Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software EngineeringIn 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 ...
Outliers and Replication in Software Engineering
APSEC '14: Proceedings of the 2014 21st Asia-Pacific Software Engineering Conference - Volume 01Empirical software engineering is a research field of growing interest. Studies within this field handles an increasing amount of data. In order to replicate a study the data needs to be accessible and all processing of this data needs to be ...
Comments