"It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study

3 July 2024

Papers citing ""It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study"

8 / 8 papers shown

Title
Generative AI Uses and Risks for Knowledge Workers in a Science Organization Kelly B. Wagman Matthew T. Dearing Marshini Chetty AI4CE 31 0 0 27 Jan 2025
AI Should Challenge, Not Obey Advait Sarkar 96 19 0 04 Nov 2024
Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows Advait Sarkar Ian Drosos Rob Deline Andrew D. Gordon Carina Negreanu Sean Rintel Jack Williams Ben Zorn 35 5 0 27 Dec 2023
How Do Analysts Understand and Verify AI-Assisted Data Analyses? Ken Gu Ruoxi Shang Tim Althoff Chenglong Wang Steven Drucker AAML 33 25 0 19 Sep 2023
Choice Over Control: How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting Hai Dang Sven Goller Florian Lehmann Daniel Buschek AI4CE 83 73 0 06 Mar 2023
Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools Frederic Gmeiner Humphrey Yang L. Yao Kenneth Holstein Nikolas Martelaro AI4CE 46 61 0 01 Mar 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
Is explainable AI a race against model complexity? Advait Sarkar LRM 21 14 0 17 May 2022