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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 extend the classic sensemaking loop from visual analytics to incorporate multiple views, scenarios, people, and computational agents.  ...  Immersive Human-Centered Computational Analytics . Immersive Human-Centered Computational Analytics Adams,E.  ... 
doi:10.1007/978-3-030-01388-2_5 fatcat:lct2j4wyhzellpefvrtakqrgje

Immersive Analytics (Dagstuhl Seminar 16231)

Tim Dwyer, Nathalie Henry Riche, Karsten Klein, Wolfgang Stuerzlinger, Bruce Thomas, Marc Herbstritt
2016 Dagstuhl Reports  
As the participants had a diverse background in a variety of disciplines, including Human-Computer-Interaction, Augmented and Virtual Reality, Information Visualization, and Visual Analytics, the seminar  ...  This report documents the program and the outcomes of Dagstuhl Seminar 16231 "Immersive Analytics".  ...  Immersive Human-Centered Computational Analytics Wolfgang Stuerzlinger, Tim Dwyer, Raimund Dachselt, Steven Drucker, Carsten Goerg, Todd Margolis, Chris North, and Uwe Woessner People are increasingly  ... 
doi:10.4230/dagrep.6.6.1 dblp:journals/dagstuhl-reports/DwyerRKST16 fatcat:ckw2oao2zva2lc5oc2tydzlm3q

Immersive Analytics: Theory and Research Agenda

Richard Skarbez, Nicholas F. Polys, J. Todd Ogle, Chris North, Doug A. Bowman
2019 Frontiers in Robotics and AI  
Advances in a variety of computing fields, including "big data," machine learning, visualization, and augmented/mixed/virtual reality, have combined to give rise to the emerging field of immersive analytics  ...  Thus far, we feel that immersive analytics research has been somewhat ad hoc, possibly owing to the fact that there is not yet an organizing framework for immersive analytics research.  ...  CN and DB performed or supervised the original research regarding Immersive Space to Think. RS and JO developed the research plan regarding Immersive Archaeology.  ... 
doi:10.3389/frobt.2019.00082 pmid:33501097 pmcid:PMC7805807 fatcat:3dxi345slbfflend5amk6t2esq

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  
In addition, we review how the term immersion has been used to refer to both technological and psychological immersion, both of which are central to immersive analytics research.  ...  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.  ...  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

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  
CCS CONCEPTS • Human-centered computing → HCI theory, concepts and models; Visualization systems and tools; Virtual reality; Mixed / augmented reality.  ...  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  ...  [125] describes Immersive Analytics as "the science of analytical reasoning facilitated by immersive human-computer interfaces", situating it with respect to the knowledge generation loop [106] . •  ... 
doi:10.1145/3411764.3446866 fatcat:byvz63jylzdvhn7tlbfj7v23hy

Why should we use 3D Collaborative Virtual Environments for Cyber Security?

Alexandre Kabil, Thierry Duval, Nora Cuppens, Gerard Le Comte, Yoran Halgand, Christophe Ponchel
2018 2018 IEEE Fourth VR International Workshop on Collaborative Virtual Environments (3DCVE)  
Index Terms: Human-centered computing-Human computer interaction (HCI)-Interaction paradigms-Collaborative interaction; Human-centered computing-Visualization-Visualization application domains-Visual analytics  ...  Immersive Analytics perspective goes in our direction by defending the fact that it is now possible to develop collaborative immersive data analysis solutions, as proposed by Chandler et al. and Hackathorn  ... 
doi:10.1109/3dcve.2018.8637109 fatcat:muazmlamvrb47mx3sgwvejklni

Editor's Note

Klaus Mueller
2021 IEEE Transactions on Visualization and Computer Graphics  
T HE IEEE Computer Society's policy mandates term limits for all members of the Editorial Board.  ...  On behalf of both the IEEE Computer Society and the TVCG Editorial Board I would like to express our appreciation and gratitude to the 17 Associate Editors who finished their term between January 2020  ...  He has also coauthored a book that defines immersive analytics, a field that merges the best aspects of immersive technologies and visual data analytics.  ... 
doi:10.1109/tvcg.2021.3112912 fatcat:b6ql3iamajew3lv6c2bnbdg2vm

SportsXR – Immersive Analytics in Sports [article]

Tica Lin, Yalong Yang, Johanna Beyer, Hanspeter Pfister
2020 arXiv   pre-print
We present our initial investigation of key challenges and potentials of immersive analytics (IA) in sports, which we call SportsXR.  ...  Data visualization and visual analytics have been integrated into the sports analytics workflow to enable human-in-the-loop analytics. For example, Seidl et al.  ...  Immersive and Situated Analytics Immersive analytics leverage new display and interaction techniques, such as AR/VR headsets, for visual analytics [8] .  ... 
arXiv:2004.08010v1 fatcat:sna3nf5jvrajzpelzc473yp234

Virtual and Augmented Reality Applications in Science and Engineering

Nargess Memarsadeghi, Amitabh Varshney
2020 Computing in science & engineering (Print)  
Humans have evolved to solve some very challenging tasks using spatial perception and cognition.  ...  For instance, researchers at the NASA Goddard Space Flight Center (GSFC) have developed immersive tools for exploring regions at the depths of our oceans to distant stars and galaxies.  ... 
doi:10.1109/mcse.2020.2987151 fatcat:yz3ixj2z5jhtllilfkflibjin4

Immersive Interactive Information Mining with Application to Earth Observation Data Retrieval [chapter]

Mohammadreza Babaee, Gerhard Rigoll, Mihai Datcu
2013 Lecture Notes in Computer Science  
Visual analytic systems have made valuable contribution in understanding the structure of data by providing humans with visual perception of data.  ...  In this paper, we propose a virtual reality based visual analytic system, so called Immersive Information Mining, to enable knowledge discovery from the EO archive.  ...  This work is supported by PhD scholarship Award by Munich Aerospace Faculty of German Aerospace Center (DLR). The authors would like to thank reviewers for their valuable comments.  ... 
doi:10.1007/978-3-642-40511-2_27 fatcat:yq5mgarvdjbwfczre2ixehml5m

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  
In this chapter, we briefly review the development of natural user interfaces and discuss their role in providing human-computer interaction that is immersive in various ways.  ...  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.  ...  Opportunities and Requirements Our vision for immersive analytics is to augment human cognition when working with data using immersive technologies.  ... 
doi:10.1007/978-3-030-01388-2_4 fatcat:cvizg5wigvgxnjwjdx2vrc7nu4

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  
The applications is a first-in-kind immersive instantiation of the Activity-Centered-Design theoretical paradigm, as well as a first documented immersive instantiation of a details-first paradigm based  ...  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.  ...  We further thank for their financial support the National Science Foundation and the Computing Research Association.  ... 
doi:10.3389/frobt.2019.00011 pmid:32864378 pmcid:PMC7451217 fatcat:smy77zvhpratbat3qnvarryoyi

Generation of Human Care Behaviors by Human-Interactive Robot RI-MAN

Masaki Onishi, ZhiWei Luo, Tadashi Odashima, Shinya Hirano, Kenji Tahara, Toshiharu Mukai
2007 Engineering of Complex Computer Systems (ICECCS), Proceedings of the IEEE International Conference on  
However, since the skillful human-like task ability is so difficult to be formulated for the robot, not only the analytical and theoretical control researches but also the direct human motion mimetic approach  ...  In this paper, we propose that to realize the environmental interactive tasks, such as human care tasks, it is insufficient to replay the human motion along.  ...  The human model derived within the immersion-type simulation is also successfully applied to the real robot RI-MAN developed in RIKEN BMC, which makes it possible to hold up a dummy up to 18 [kg] safely  ... 
doi:10.1109/robot.2007.363950 dblp:conf/icra/OnishiLOHTM07 fatcat:j4dyemjabzb3bjcyonaubp66by


Bogdan Nedić
2019 Proceedings on Engineering Sciences  
The application of advanced technologies in manufacturing such as nanotechnology, cloud computing, the Internet of Things (IoT) are changing the face of manufacturing in ways unimaginable a few decades  ...  data over a network without requiring human-to-human or human-to-computer interaction. 3.  ...  data centers available to many users over the Internet.  ... 
doi:10.24874/pes01.02.041 fatcat:lbm4cj6sondo7m3p5gt5a6dsle

Immersive Safe Oceans Technology: Developing Virtual Onboard Training Episodes for Maritime Safety

Evangelos Markopoulos, Mika Luimula
2020 Future Internet  
Immersive Safe Oceans Technology is a cost-effective, portable technology that can be used on board just in time or in maritime training centers.  ...  As a result, next generation learning will happen onboard in sophisticated virtual training centers.  ...  Their contributions provided the authors valuable information on the design the Immersive Safe Oceans Technology and help them apply it in various maritime safety scenarios.  ... 
doi:10.3390/fi12050080 fatcat:w2q4qdmxrzcudlsrtcfu2hnjne
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