Data Prophecy: Exploring the Effects of Belief Elicitation in Visual Analytics

  • Interactive visualizations are widely used in exploratory data analysis, but existing systems provide limited support for confirmatory analysis.

 

  • Introducing PredictMe, a tool for belief-driven visual analysis, enabling users to draw and test their beliefs against data,as an alternative to data-driven exploration.

 

  • PredictMe combines belief elicitation with traditional visualization interactions to support mixed analysis styles.

Please read our CHI 2021 Publication for further details.

Overview

Organization​s

  • IU DATA Lab​

  • IUPUI Institute of Integrative AI

Publication

  • CHI 2021 conference 

Funded By

  • National Science Foundation

  • Indiana University

My Contribution

As a Data Visualization Designer and Researcher, I contributed to the design, development, research (Led User interviews) and analyzed the results from 24 participants to draft the research paper. Delivering the research at CHI 21 conference.

The question that has driven our research!

How do analysts interact with a visualization system that supports belief-driven analysis?

Try PredictMe application

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© ABHINAV SIKHARAM 2021