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"

11 / 11 papers shown

Title
Assessing Collective Reasoning in Multi-Agent LLMs via Hidden Profile Tasks Yuxuan Li Aoi Naito Hirokazu Shirado LLMAG 17 1 0 15 May 2025
AI LEGO: Scaffolding Cross-Functional Collaboration in Industrial Responsible AI Practices during Early Design Stages Muzhe Wu Yanzhi Zhao Shuyi Han Michael Xieyang Liu Hong Shen 29 0 0 15 May 2025
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung Jodi Forlizzi Kenneth Holstein John Zimmerman 74 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 55 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 31 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 38 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 49 67 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 24 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 21 20 0 09 Feb 2022
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks A. Wang Dakuo Wang Jaimie Drozdal Michael J. Muller Soya Park Justin D. Weisz Xuye Liu Lingfei Wu Casey Dugan 55 63 0 24 Feb 2021
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 178 308 0 05 Sep 2019