XGobi vs the C2: Results of an experiment comparing data visualization in a 3-D immersive virtual reality environment with a 2-D workstation display

Laura Nelson, Dianne Cook, Carolina Cruz-Neira

Research output: Contribution to journalArticleResearchpeer-review

22 Citations (Scopus)

Abstract

Virtual environments are an emerging technology, which make use of 3-D display devices. Currently very little research into using this new technology for statistical graphics has been done. In association with the Iowa Center for Emerging Manufacturing Technology we have been building a statistical graphics application in the highly immersive C2 environment,called VR-Gobi. This paper describes an experiment conducted to determine if the new technology provides an improved exploratory data analysis environment over traditional workstation graphics environments, such as XGobi. A good analogy comparing the difference between the two environments is that one is like a desk and the other like a room. The visualization tasks we compare between the two environments are detecting clusters, dimensionality and radial sparseness in high-dimensional data, and we also compare the ease of interaction between the computer and human user in the two environments.

Original languageEnglish
Pages (from-to)39-51
Number of pages13
JournalComputational Statistics
Volume14
Issue number1
Publication statusPublished - 1 Dec 1999
Externally publishedYes

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