Affordable Access

A tool for subjective and interactive visual data exploration

Authors
  • Kang, Bo
  • Puolamäki, Kai
  • Lijffijt, Jefrey
  • De Bie, Tijl
Publication Date
Jan 01, 2016
Source
Ghent University Institutional Archive
Keywords
Language
English
License
Unknown
External links

Abstract

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 offers users an efficient way to interactively explore yet-unknown features of complex high dimensional datasets.

Report this publication

Statistics

Seen <100 times