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

Author:

Drosos Ian1ORCID,Sarkar Advait1ORCID,Xu Xiaotong2ORCID,Negreanu Carina1ORCID,Rintel Sean1ORCID,Tankelevitch Lev1ORCID

Affiliation:

1. Microsoft Research, United Kingdom

2. University of California San Diego, United States

Publisher

ACM

Reference83 articles.

1. Out of One, Many: Using Language Models to Simulate Human Samples

2. Grounded Copilot: How Programmers Interact with Code-Generating Models

3. Hugh Beyer and Karen Holtzblatt. 1997. Contextual Design: Defining Customer-Centered Systems. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA.

4. Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology 3, 2 (2006), 77–101.

5. To Trust or to Think

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