Cargando…

Immersive Analytics: Theory and Research Agenda

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Skarbez, Richard, Polys, Nicholas F., Ogle, J. Todd, North, Chris, Bowman, Doug A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805807/
https://www.ncbi.nlm.nih.gov/pubmed/33501097
http://dx.doi.org/10.3389/frobt.2019.00082
_version_ 1783636385188544512
author Skarbez, Richard
Polys, Nicholas F.
Ogle, J. Todd
North, Chris
Bowman, Doug A.
author_facet Skarbez, Richard
Polys, Nicholas F.
Ogle, J. Todd
North, Chris
Bowman, Doug A.
author_sort Skarbez, Richard
collection PubMed
description 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.
format Online
Article
Text
id pubmed-7805807
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-78058072021-01-25 Immersive Analytics: Theory and Research Agenda Skarbez, Richard Polys, Nicholas F. Ogle, J. Todd North, Chris Bowman, Doug A. Front Robot AI 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, 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. Frontiers Media S.A. 2019-09-10 /pmc/articles/PMC7805807/ /pubmed/33501097 http://dx.doi.org/10.3389/frobt.2019.00082 Text en Copyright © 2019 Skarbez, Polys, Ogle, North and Bowman. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Skarbez, Richard
Polys, Nicholas F.
Ogle, J. Todd
North, Chris
Bowman, Doug A.
Immersive Analytics: Theory and Research Agenda
title Immersive Analytics: Theory and Research Agenda
title_full Immersive Analytics: Theory and Research Agenda
title_fullStr Immersive Analytics: Theory and Research Agenda
title_full_unstemmed Immersive Analytics: Theory and Research Agenda
title_short Immersive Analytics: Theory and Research Agenda
title_sort immersive analytics: theory and research agenda
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805807/
https://www.ncbi.nlm.nih.gov/pubmed/33501097
http://dx.doi.org/10.3389/frobt.2019.00082
work_keys_str_mv AT skarbezrichard immersiveanalyticstheoryandresearchagenda
AT polysnicholasf immersiveanalyticstheoryandresearchagenda
AT oglejtodd immersiveanalyticstheoryandresearchagenda
AT northchris immersiveanalyticstheoryandresearchagenda
AT bowmandouga immersiveanalyticstheoryandresearchagenda