A Tool for Subjective and Interactive Visual Data Exploration

نویسندگان

  • Bo Kang
  • Kai Puolamäki
  • Jefrey Lijffijt
  • Tijl De Bie
چکیده

We present SIDE, a tool for Subjective and Interactive Visual Data Exploration, which lets users explore high dimensional data via subjectively informative 2D data visualizations. Many existing visual analytics tools are either restricted to specific problems and domains or they aim to find visualizations that align with user’s belief about the data. In contrast, our generic tool computes data visualizations that are surprising given a user’s current understanding of the data. The user’s belief state is represented as a set of projection tiles. Hence, this user-awareness o↵ers users an e cient way to interactively explore yet-unknown features of complex high dimensional datasets.

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تاریخ انتشار 2016