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Immersive Analytics: An Introduction
[chapter]
2018
Lecture Notes in Computer Science
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Immersive Analytics is a new research initiative that aims to remove barriers between people, their data and the tools they use for analysis and decision making. ...
Here we clarify the aims of immersive analytics research, its opportunities and historical context, as well as providing a broad research agenda for the field. ...
Chapters in this book were written by working groups Immersive Analytics: An Introduction 25 formed at workshops on Immersive Analytics at Shonan, Meeting 2016-2 [41] , and Dagstuhl, Seminar 16231 [27 ...
doi:10.1007/978-3-030-01388-2_1
fatcat:26y347d7dvfvxefdbbguoqjofm
DatAR: An Immersive Literature Exploration Environment for Neuroscientists
2020
2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)
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To support neuroscientists in this challenge, we developed an Immersive Analytics (IA) prototype for the analysis of relationships in large collections of scientific papers. ...
This is true for well-studied as well as nascent relationships. ...
graphs with an Immersive Analytics (IA) approach. ...
doi:10.1109/aivr50618.2020.00020
fatcat:27jtlnqxjbftlh2eo3zisrlbyy
Exploring the Design Space of Immersive Urban Analytics
[article]
2017
arXiv
pre-print
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In this paper, we propose an theoretical model to characterize the visualizations in immersive urban analytics. ...
These immersive devices have the potential to significantly extend the methodology of urban visual analytics by providing critical 3D context information and creating a sense of presence. ...
In urban visual analytics, visual representations of urban data provide a crucial context for exploration and analysis [4] . ...
arXiv:1709.08774v1
fatcat:pmu4tvx7nvertprynouroa6zkm
Grand Challenges in Immersive Analytics
2021
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems
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Immersive Analytics is a quickly evolving field that unites several areas such as visualisation, immersive environments, and humancomputer interaction to support human data analysis with emerging technologies ...
These challenges aim to coordinate future work by providing a systematic roadmap of current directions and impending hurdles to facilitate productive and effective applications for Immersive Analytics. ...
[141] derive guidelines for scalable navigation in immersive environments, exploring immersive equivalents of overview+detail and zooming as commonly used in desktop visualisation. ...
doi:10.1145/3411764.3446866
fatcat:byvz63jylzdvhn7tlbfj7v23hy
Dataspace: A Reconfigurable Hybrid Reality Environment for Collaborative Information Analysis
[article]
2019
arXiv
pre-print
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Immersive environments have gradually become standard for visualizing and analyzing large or complex datasets that would otherwise be cumbersome, if not impossible, to explore through smaller scale computing ...
issues of existing immersive environments. ...
DISCUSSION
( ( ( ( ( h h h h h
Immersive Hybrid Analytics The design of collaborative, immersive environments for data exploration has historically been based on balancing the complex technological ...
arXiv:1903.03700v1
fatcat:giihdfa35fc7hbagmkdqwk7ky4
Immersive Human-Centered Computational Analytics
[chapter]
2018
Lecture Notes in Computer Science
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We also consider system and algorithmic implications of enabling realtime control and feedback in immersive human-centered computational analytics. ...
We consider both strategic immersion through more accessible systems as well as enhanced understanding and control through immersive interfaces that enable rapid workflows. ...
The Analytics Process in an Immersive Environment We now discuss the potential for integrating the analytic process with immersive environments. ...
doi:10.1007/978-3-030-01388-2_5
fatcat:lct2j4wyhzellpefvrtakqrgje
VRIA - A Framework for Immersive Analytics on the Web
2019
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19
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We report on the design, implementation and evaluation of , a framework for building immersive analytics (IA) solutions in Web-based Virtual Reality (VR), built upon WebVR, A-Frame, React and D3. ...
The recent emergence of affordable VR interfaces have reignited the interest of researchers and developers in exploring new, immersive ways to visualize data. ...
Immersive Analytics (IA) is an emerging research theme, which explores visual mechanisms for data exploration and analysis, away from desktop computers and Window-Icon-Mouse-Pointer (WIMP) interfaces ...
doi:10.1145/3290607.3312798
dblp:conf/chi/ButcherJR19
fatcat:zppd4qpta5cpronkkdkwfxnlgi
Collaborative Immersive Analytics
[chapter]
2018
Lecture Notes in Computer Science
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HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. ...
Virtual reality for Immersive Collaborative Analytics CAVE-style setups and large display or multi-display environments are a natural space for collaboration. ...
Such frameworks can certainly be built upon existing ones, for example ones coming from social presence [41] . ...
doi:10.1007/978-3-030-01388-2_8
fatcat:r7zigcfvrjhbnmztbg2fg7ifgi
Interaction for Immersive Analytics
[chapter]
2018
Lecture Notes in Computer Science
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Specifically, we review and suggest some interaction design guidelines for immersive analytics. We also review some hardware setups for data visualization that are already archetypal. ...
Then we examine some opportunities for how these technologies might be used to better support data analysis tasks. ...
Interaction for Immersive Analytics
. Interaction for Immersive Analytics
. Interaction for Immersive Analytics
. Interaction for Immersive Analytics ...
doi:10.1007/978-3-030-01388-2_4
fatcat:cvizg5wigvgxnjwjdx2vrc7nu4
Shared Surfaces and Spaces: Collaborative Data Visualisation in a Co-located Immersive Environment
[article]
2020
arXiv
pre-print
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They do so using a prototype system we call FIESTA: the Free-roaming Immersive Environment to Support Team-based Analysis. ...
However, most prior studies of collaborative immersive analytics have focused on how groups interact with surface interfaces such as tabletops and wall displays. ...
ACKNOWLEDGMENTS Thank you to our study participants and anonymous reviewers for their feedback. ...
arXiv:2009.00050v1
fatcat:a237rqc6prauzhuluxz3dbzgiq
DarkSky Halos: Use-Based Exploration of Dark Matter Formation Data in a Hybrid Immersive Virtual Environment
2019
Frontiers in Robotics and AI
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We present the use-based design and evaluation of an immersive visual analytics application for cosmological data that uses such a 2D/3D hybrid environment. ...
Hybrid virtual reality environments allow analysts to choose how much of the screen real estate they want to use for Virtual Reality (VR) immersion, and how much they want to use for displaying different ...
We thank the Contest organizers for providing and sharing the original datasets and motivation for this project, and for providing the jury feedback. ...
doi:10.3389/frobt.2019.00011
pmid:32864378
pmcid:PMC7451217
fatcat:smy77zvhpratbat3qnvarryoyi
3D-Stereoscopic Immersive Analytics Projects at Monash University and University of Konstanz
2017
IS&T International Symposium on Electronic Imaging Science and Technology
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The Immersive Analytics initiative of Monash University started early 2014. ...
Immersive Analytics investigates how novel interaction and display technologies may support analytical reasoning and decision making. ...
And as collaboration is an important aspect of Immersive Analytics, this is an optimal environment to conduct Immersive Analytics research. ...
doi:10.2352/issn.2470-1173.2017.5.sda-109
fatcat:rslw3egl5zdt3jqtqygvdmzsy4
DoppelLab: Tools for exploring and harnessing multimodal sensor network data
2011
2011 IEEE SENSORS Proceedings
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We present DoppelLab, an immersive sensor data browser built on a 3-d game engine. DoppelLab unifies independent sensor networks and data sources within the spatial framework of a building. ...
Murphy-Hoye of Intel for her valuable insights. This work was supported by Intel, the Things That Think Consortium and the research sponsors of the MIT Media Lab. ...
Interface for exploring historical sensor data. ...
doi:10.1109/icsens.2011.6126903
fatcat:uxmvv3ko5jbyzpdcaxlpccvdqe
Designing for Mobile and Immersive Visual Analytics in the Field
[article]
2019
arXiv
pre-print
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We use a design probe coupling mobile, cloud and immersive analytics components to guide interviews with ten experts from five domains to explore how visual analytics could support data collection and ...
Our findings suggest the potential for integrating mobile and immersive technologies to enhance data's utility for various field operations and new directions for visual analytics tools to transform fieldwork ...
(a) (b) (c) (d) We overcome these limitations by allowing analysts to use immersive visualizations for more detailed exploration within the local environment. ...
arXiv:1908.00680v1
fatcat:fmyevnj37fawvclqez3no423qy
Visualization, Interaction and Simulation Lab at UFRGS
2020
Comunicações em Informática
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Within this group, VISLab is majorly concerned with research on human-computer interaction, with emphasis on non-conventional, 3D interaction and haptics, and immersive visualization in the context of ...
This has been called immersive analytics. ...
Immersive analytics and situated visualization Current immersive technologies, which combine stereoscopic displays and natural interaction, are being progressively used for information visualization and ...
doi:10.22478/ufpb.2595-0622.2020v4n2.54664
fatcat:vshoa35dsbf3jbmrhq2hpnipji
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