Strategies for reuse and sharing among data scientists in software teams

Author:

Epperson Will1,Wang April Yi2,DeLine Robert3,Drucker Steven M.3

Affiliation:

1. Carnegie Mellon University

2. The University of Michigan

3. Microsoft Research

Publisher

ACM

Reference27 articles.

1. Why do developers use trivial packages? an empirical case study on npm

2. Software Engineering for Machine Learning: A Case Study

3. Apache. 2021 . Apache Arrow . Retrieved October 15, 2021 from https:https://arrow.apache.org/ Apache. 2021. Apache Arrow. Retrieved October 15, 2021 from https:https://arrow.apache.org/

4. Analyze this! 145 questions for data scientists in software engineering

5. Mike Bostock . 2018 . Introduction to Imports . Retrieved August 25, 2021 from https://observablehq.com/@observablehq/introduction-to-imports Mike Bostock. 2018. Introduction to Imports. Retrieved August 25, 2021 from https://observablehq.com/@observablehq/introduction-to-imports

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DistilKaggle: A Distilled Dataset of Kaggle Jupyter Notebooks;Proceedings of the 21st International Conference on Mining Software Repositories;2024-04-15

2. A Model of Reusable Assets in AIE Software Systems;Journal of Computer Science and Technology;2023-10-25

3. Dead or Alive: Continuous Data Profiling for Interactive Data Science;IEEE Transactions on Visualization and Computer Graphics;2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3