Orienting, Framing, Bridging, Magic, and Counseling: How Data Scientists Navigate the Outer Loop of Client Collaborations in Industry and Academia

13 May 2021

Papers citing "Orienting, Framing, Bridging, Magic, and Counseling: How Data Scientists Navigate the Outer Loop of Client Collaborations in Industry and Academia"

8 / 8 papers shown

Title
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 64 0 0 25 Feb 2025
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design Qian Zhu Dakuo Wang Shuai Ma April Yi Wang Zixin Chen Udayan Khurana Xiaojuan Ma 48 1 0 23 May 2024
Make It Make Sense! Understanding and Facilitating Sensemaking in Computational Notebooks Souti Chattopadhyay Zixuan Feng Emily Arteaga Audrey Au Gonzalo Ramos Titus Barik Anita Sarma 15 2 0 18 Dec 2023
Investigating Collaborative Data Practices: a Case Study on Artificial Intelligence for Healthcare Research R. Henkin Elizabeth Remfry Duncan J. Reynolds M. Clinch Michael R. Barnes 28 1 0 30 Nov 2023
Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook Nur Yildirim Mahima Pushkarna Nitesh Goyal Martin Wattenberg Fernanda Viégas 34 66 0 28 Jan 2023
Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work Chengbo Zheng Dakuo Wang A. Wang Xiaojuan Ma 17 52 0 21 Mar 2022
The craft and coordination of data curation: complicating "workflow" views of data science A. Thomer Dharma Akmon J. York Allison R. B. Tyler Faye O. Polasek Sara Lafia Libby Hemphill E. Yakel 16 20 0 09 Feb 2022
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 168 309 0 05 Sep 2019