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Immersive Analytics: An Introduction [chapter]

Tim Dwyer, Kim Marriott, Tobias Isenberg, Karsten Klein, Nathalie Riche, Falk Schreiber, Wolfgang Stuerzlinger, Bruce H. Thomas
2018 Lecture Notes in Computer Science  
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

Ivar Troost, Ghazaleh Tanhaei, Lynda Hardman, Wolfgang Hurst
2020 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)  
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]

Zhutian Chen, Yifang Wang, Tianchen Sun, Xiang Gao, Wei Chen, Zhigeng Pan, Huamin Qu, Yingcai Wu
2017 arXiv   pre-print
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

Barrett Ens, Benjamin Bach, Maxime Cordeil, Ulrich Engelke, Marcos Serrano, Wesley Willett, Arnaud Prouzeau, Christoph Anthes, Wolfgang Büschel, Cody Dunne, Tim Dwyer, Jens Grubert (+12 others)
2021 Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems  
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]

Marco Cavallo, Mishal Dholakia, Matous Havlena, Kenneth Ocheltree, Mark Podlaseck
2019 arXiv   pre-print
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]

Wolfgang Stuerzlinger, Tim Dwyer, Steven Drucker, Carsten Görg, Chris North, Gerik Scheuermann
2018 Lecture Notes in Computer Science  
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

Peter W. S. Butcher, Nigel W. John, Panagiotis D. Ritsos
2019 Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19  
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]

Mark Billinghurst, Maxime Cordeil, Anastasia Bezerianos, Todd Margolis
2018 Lecture Notes in Computer Science  
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]

Wolfgang Büschel, Jian Chen, Raimund Dachselt, Steven Drucker, Tim Dwyer, Carsten Görg, Tobias Isenberg, Andreas Kerren, Chris North, Wolfgang Stuerzlinger
2018 Lecture Notes in Computer Science  
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]

Benjamin Lee, Xiaoyun Hu, Maxime Cordeil, Arnaud Prouzeau, Bernhard Jenny, Tim Dwyer
2020 arXiv   pre-print
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

Peter Hanula, Kamil Piekutowski, Julieta Aguilera, G. E. Marai
2019 Frontiers in Robotics and AI  
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

Björn Sommer, David G. Barnes, Sarah Boyd, Thomas Chandler, Maxime Cordeil, Tobias Czauderna, Mathias Klapperstück, Karsten Klein, Toan D. Nguyen, Hieu Nim, Kingsley Stephens, Dany Vohl (+7 others)
2017 IS&T International Symposium on Electronic Imaging Science and Technology  
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

Gershon Dublon, Laurel S. Pardue, Brian Mayton, Noah Swartz, Nicholas Joliat, Patrick Hurst, Joseph A. Paradiso
2011 2011 IEEE SENSORS Proceedings  
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]

Matt Whitlock, Keke Wu, Danielle Szafir
2019 arXiv   pre-print
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

Anderson Maciel, Carla M. Dal Sasso Freitas, Luciana Nedel
2020 Comunicações em Informática  
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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