How Do Data Science Workers Communicate Intermediate Results?

How Do Data Science Workers Communicate Intermediate Results?

7 October 2022

Rock Yuren Pang

Papers citing "How Do Data Science Workers Communicate Intermediate Results?"

12 / 12 papers shown

Title
Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work Chengbo Zheng Dakuo Wang A. Wang Xiaojuan Ma 71 53 0 21 Mar 2022
Symphony: Composing Interactive Interfaces for Machine Learning Alex Bäuerle Ángel Alexander Cabrera Fred Hohman Megan Maher Welsh David Koski Xavier Suau Titus Barik Dominik Moritz 39 56 0 18 Feb 2022
Eliciting Best Practices for Collaboration with Computational Notebooks L. Quaranta Fabio Calefato F. Lanubile 39 21 0 15 Feb 2022
From Jam Session to Recital: Synchronous Communication and Collaboration Around Data in Organizations M. Brehmer Robert Kosara 43 33 0 19 Jul 2021
Falx: Synthesis-Powered Visualization Authoring Chenglong Wang Yu Feng Rastislav Bodík Işıl Dillig Alvin Cheung Amy J. Ko 131 48 0 01 Feb 2021
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study David Piorkowski Soya Park A. Wang Dakuo Wang Michael J. Muller Felix Portnoy 63 133 0 13 Jan 2021
How Much Automation Does a Data Scientist Want? Dakuo Wang Q. V. Liao Yunfeng Zhang Udayan Khurana Horst Samulowitz Soya Park Michael J. Muller Lisa Amini AI4CE 62 55 0 07 Jan 2021
How do Data Science Workers Collaborate? Roles, Workflows, and Tools Amy X. Zhang Michael J. Muller Dakuo Wang FedML AI4CE 64 260 0 18 Jan 2020
Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study Kanit Wongsuphasawat Yang Liu Jeffrey Heer 17 68 0 01 Nov 2019
Paths Explored, Paths Omitted, Paths Obscured: Decision Points & Selective Reporting in End-to-End Data Analysis Yang Liu Tim Althoff Jeffrey Heer 26 51 0 30 Oct 2019
How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question? Yaoli Mao Dakuo Wang Michael J. Muller Kush R. Varshney Ioana Baldini Casey Dugan AleksandraMojsilović 49 100 0 08 Sep 2019
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI Dakuo Wang Justin D. Weisz Michael J. Muller Parikshit Ram Werner Geyer Casey Dugan Y. Tausczik Horst Samulowitz Alexander G. Gray 200 313 0 05 Sep 2019