Immersive insights: A hybrid analytics system forcollaborative exploratory data analysis

M Cavallo, M Dolakia, M Havlena, K Ocheltree… - Proceedings of the 25th …, 2019 - dl.acm.org
In the past few years, augmented reality (AR) and virtual reality (VR) technologies have
experienced terrific improvements in both accessibility and hardware capabilities …

Dataspace: A reconfigurable hybrid reality environment for collaborative information analysis

M Cavallo, M Dholakia, M Havlena… - … IEEE conference on …, 2019 - ieeexplore.ieee.org
Immersive environments have gradually become standard for visualizing and analyzing
large or complex datasets that would otherwise be cumbersome, if not impossible, to explore …

The case for interactive data exploration accelerators (IDEAs)

A Crotty, A Galakatos, E Zgraggen, C Binnig… - Proceedings of the …, 2016 - dl.acm.org
Enabling interactive visualization over new datasets at" human speed" is key to
democratizing data science and maximizing human productivity. In this work, we first argue …

DIVE: A mixed-initiative system supporting integrated data exploration workflows

K Hu, D Orghian, C Hidalgo - Proceedings of the workshop on human-in …, 2018 - dl.acm.org
Generating knowledge from data is an increasingly important activity. This process of data
exploration consists of multiple tasks: data ingestion, visualization, statistical analysis, and …

Interdisciplinary immersive analytics at the electronic visualization laboratory: Lessons learned and upcoming challenges

GE Marai, AG Forbes, A Johnson - 2016 Workshop on …, 2016 - ieeexplore.ieee.org
We describe the lessons learned from three recent Immersive Analytics projects which take
place at the Electronic Visualization Lab. These successful collaborative projects use the …

Immersive analytics: Building virtual data worlds for collaborative decision support

R Hackathorn, T Margolis - 2016 Workshop on Immersive …, 2016 - ieeexplore.ieee.org
Immersive analytics is an emerging research area that blends analytical reasoning with
immersive virtual space to enhance collaborative decision support. The intent of this position …

VRIA: A web-based framework for creating immersive analytics experiences

PWS Butcher, NW John… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We present VRIA, a Web-based framework for creating Immersive Analytics (IA) experiences
in Virtual Reality. VRIA is built upon WebVR, A-Frame, React and D3. js, and offers a …

Just 5 questions: toward a design framework for immersive analytics

K Marriott, J Chen, M Hlawatsch, T Itoh, MA Nacenta… - Immersive …, 2018 - Springer
We present an initial design framework for immersive analytics based on Brehmer and
Munzner's “W hat-Why-How” data visualisation framework. We extend their framework to …

Virtual and augmented reality applications to support data analysis and assessment of science and engineering

S Su, V Perry, L Bravo, S Kase, H Roy… - … in Science & …, 2020 - ieeexplore.ieee.org
For decades, virtual reality (VR) and augmented reality (AR) technologies have remained
absent from science and engineering workflows due to the custom-built nature of the …

Graphical perception for immersive analytics

M Whitlock, S Smart, DA Szafir - … on Virtual Reality and 3D User …, 2020 - ieeexplore.ieee.org
Immersive Analytics (IA) uses immersive virtual and augmented reality displays for data
visualization and visual analytics. Designers rely on studies of how accurately people …