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Evaluating the role of time in investigative analysis of document collections

  • Bum Chul Kwon
  • , Waqas Javed
  • , Sohaib Ghani
  • , Niklas Elmqvist
  • , Ji Soo Yi
  • , David S. Ebert

Research output: Contribution to journalArticlepeer-review

Abstract

Time is a universal and essential aspect of data in any investigative analysis. It helps analysts establish causality, build storylines from evidence, and reject infeasible hypotheses. For this reason, many investigative analysis tools provide visual representations designed for making sense of temporal data. However, the field of visual analytics still needs more evidence explaining how temporal visualization actually aids the analysis process, as well as design recommendations for how to build these visualizations. To fill this gap, we conducted an insight-based qualitative study to investigate the influence of temporal visualization on investigative analysis. We found that visualizing temporal information helped participants externalize chains of events. Another contribution of our work is the lightweight evaluation approach used to collect, visualize, and analyze insight.

Original languageEnglish (US)
Article number6171184
Pages (from-to)1992-2004
Number of pages13
JournalIEEE Transactions on Visualization and Computer Graphics
Volume18
Issue number11
DOIs
StatePublished - 2012
Externally publishedYes

Keywords

  • insight-based evaluation
  • investigative analysis
  • Qualitative evaluation
  • temporal visualization

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Computer Graphics and Computer-Aided Design

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