Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks

Author:

Choi Frederick1ORCID,Rahman Sajjadur2ORCID,Kim Hannah2ORCID,Zhang Dan2ORCID

Affiliation:

1. Grainger College of Engineering, University of Illinois at Urbana-Champaign, United States

2. Megagon Labs, United States

Publisher

ACM

Reference46 articles.

1. GUESS

2. Futzing and Moseying: Interviews with Professional Data Analysts on Exploration Practices

3. Low-level components of analytic activity in information visualization

4. Andrea Batch and Niklas Elmqvist . 2017. The interactive visualization gap in initial exploratory data analysis . IEEE transactions on visualization and computer graphics 24, 1 ( 2017 ), 278–287. Andrea Batch and Niklas Elmqvist. 2017. The interactive visualization gap in initial exploratory data analysis. IEEE transactions on visualization and computer graphics 24, 1 (2017), 278–287.

5. Alex Bäuerle , Ángel Alexander Cabrera , Fred Hohman , Megan Maher , David Koski , Xavier Suau , Titus Barik , and Dominik Moritz . 2022 . Symphony: Composing Interactive Interfaces for Machine Learning. In CHI Conference on Human Factors in Computing Systems. ACM , New York, NY, USA, 1–14. Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, and Dominik Moritz. 2022. Symphony: Composing Interactive Interfaces for Machine Learning. In CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1–14.

Cited by 2 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. Computational Notebook as a Tool for Supporting Black Engineers Non-Profit Organizations in the Context of Workforce Participation;Extended Abstracts of the CHI Conference on Human Factors in Computing Systems;2024-05-11

2. How Do Analysts Understand and Verify AI-Assisted Data Analyses?;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

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