Publication | Closed Access
Clusters, Trends, and Outliers
142
Citations
43
References
2018
Year
Unknown Venue
Cluster ComputingReal-time VisualizationEngineeringVisualization (Graphics)Data VisualizationInteractive VisualizationData ScienceData MiningVirtual RealityStatisticsVisual AnalyticsSocial Network AnalysisImmersive TechnologiesOutlier DetectionKnowledge DiscoveryDesignAugmented RealityCluster DevelopmentExtended RealityBusinessHuman-computer InteractionAugmented Reality DevicesTechnologyTrend Analysis
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 multidimensional, 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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