Literature DB >> 33501097

Immersive Analytics: Theory and Research Agenda.

Richard Skarbez1, Nicholas F Polys1, J Todd Ogle1, Chris North1, Doug A Bowman1.   

Abstract

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, which investigates how these new technologies support analysis and decision making. 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. In this paper, we address this lack by proposing a definition for immersive analytics and identifying some general research areas and specific research questions that will be important for the development of this field. We also present three case studies that, while all being examples of what we would consider immersive analytics, present different challenges, and opportunities. These serve to demonstrate the breadth of immersive analytics and illustrate how the framework proposed in this paper applies to practical research.
Copyright © 2019 Skarbez, Polys, Ogle, North and Bowman.

Entities:  

Keywords:  immersion; immersive analytics; knowledge generation; sensemaking; virtual reality; visual analytics; visualization

Year:  2019        PMID: 33501097      PMCID: PMC7805807          DOI: 10.3389/frobt.2019.00082

Source DB:  PubMed          Journal:  Front Robot AI        ISSN: 2296-9144


  15 in total

1.  Effects of immersion on visual analysis of volume data.

Authors:  Bireswar Laha; Kriti Sensharma; James D Schiffbauer; Doug A Bowman
Journal:  IEEE Trans Vis Comput Graph       Date:  2012-04       Impact factor: 4.579

2.  Semantic Interaction for Sensemaking: Inferring Analytical Reasoning for Model Steering.

Authors:  A Endert; P Fiaux; C North
Journal:  IEEE Trans Vis Comput Graph       Date:  2012-12       Impact factor: 4.579

3.  The impact of physical navigation on spatial organization for sensemaking.

Authors:  Christopher Andrews; Chris North
Journal:  IEEE Trans Vis Comput Graph       Date:  2013-12       Impact factor: 4.579

4.  Narratives in the network: interactive methods for mining cell signaling networks.

Authors:  M Shahriar Hossain; Monika Akbar; Nicholas F Polys
Journal:  J Comput Biol       Date:  2012-08-16       Impact factor: 1.479

5.  Effects of VR system fidelity on analyzing isosurface visualization of volume datasets.

Authors:  Bireswar Laha; Doug A Bowman; John J Socha
Journal:  IEEE Trans Vis Comput Graph       Date:  2014-04       Impact factor: 4.579

6.  An Affordance-Based Framework for Human Computation and Human-Computer Collaboration.

Authors:  R J Crouser; R Chang
Journal:  IEEE Trans Vis Comput Graph       Date:  2012-12       Impact factor: 4.579

7.  Beyond control panels: direct manipulation for visual analytics.

Authors:  Alex Endert; Lauren Bradel; Chris North
Journal:  IEEE Comput Graph Appl       Date:  2013 Jul-Aug       Impact factor: 2.088

8.  A virtual look at Epstein-Barr virus infection: simulation mechanism.

Authors:  M Shapiro; K A Duca; K Lee; E Delgado-Eckert; J Hawkins; A S Jarrah; R Laubenbacher; N F Polys; V Hadinoto; D A Thorley-Lawson
Journal:  J Theor Biol       Date:  2008-02-16       Impact factor: 2.691

9.  Visual to Parametric Interaction (V2PI).

Authors:  Scotland C Leman; Leanna House; Dipayan Maiti; Alex Endert; Chris North
Journal:  PLoS One       Date:  2013-03-20       Impact factor: 3.240

10.  A virtual look at Epstein-Barr virus infection: biological interpretations.

Authors:  Karen A Duca; Michael Shapiro; Edgar Delgado-Eckert; Vey Hadinoto; Abdul S Jarrah; Reinhard Laubenbacher; Kichol Lee; Katherine Luzuriaga; Nicholas F Polys; David A Thorley-Lawson
Journal:  PLoS Pathog       Date:  2007-10-19       Impact factor: 6.823

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