1 citations · 2 across the 4 of their papers we have counts for
4 papers
"The Diagram is like Guardrails": Structuring GenAI-assisted Hypotheses Exploration with an Interactive Shared Representation
Zijian Ding, Michelle Brachman, Joel Chan +1
Data analysis encompasses a spectrum of tasks, from high-level conceptual reasoning to lower-level execution. While AI-powered tools increasingly support execution tasks, there rem…
Steps Towards an Infrastructure for Scholarly Synthesis
Joel Chan, Matthew Akamatsu, David Vargas +2
Sharing, reusing, and synthesizing knowledge is central to the research process, both individually, and with others. These core functions are not supported by our formal scholarly…
Intelligent Canvas: Enabling Design-Like Exploratory Visual Data Analysis with Generative AI through Rapid Prototyping, Iteration and Curation
Zijian Ding, Joel Chan
Complex data analysis inherently seeks unexpected insights through exploratory visual analysis methods, transcending logical, step-by-step processing. However, existing interfaces…
Formulating or Fixating: Effects of Examples on Problem Solving Vary as a Function of Example Presentation Interface Design
Joel Chan, Zijian Ding, Eesh Kamrah +1
Interactive systems that facilitate exposure to examples can augment problem solving performance. However designers of such systems are often faced with many practical design decis…