Clusters, Trends, and Outliers: How Immersive Technologies Can Facilitate the Collaborative Analysis of Multidimensional Data

被引：91

作者：

Butscher, Simon ^{[1
]}

Hubenschmid, Sebastian ^{[1
]}

Mueller, Jens ^{[1
]}

Fuchs, Johannes ^{[2
]}

Reiterer, Harald ^{[1
]}

机构：

[1] Univ Konstanz, HCI Grp, Constance, Germany

[2] Univ Konstanz, Visualizat Grp, Constance, Germany

来源：

PROCEEDINGS OF THE 2018 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS (CHI 2018) | 2018年

关键词：

Immersive Analytics; augmented reality; 3D parallel coordinates; multi-touch table; collaboration; VISUAL ANALYSIS; VISUALIZATION; BEHAVIOR; TOUCH; ENVIRONMENT; DESIGN;

D O I：

10.1145/3173574.3173664

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Immersive technologies such as augmented reality devices are opening up a new design space for the visual analysis of data. This paper studies the potential of an augmented reality environment for the purpose of collaborative analysis of multi-dimensional, abstract data. We present ART, a collaborative analysis tool to visualize multidimensional data in augmented reality using an interactive, 3D parallel coordinates visualization. The visualization is anchored to a touch-sensitive tabletop, benefiting from well-established interaction techniques. The results of group-based expert walkthroughs show that ART can facilitate immersion in the data, a fluid analysis process, and collaboration. Based on the results, we provide a set of guidelines and discuss future research areas to foster the development of immersive technologies as tools for the collaborative analysis of multidimensional data.

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