<div class="csl-bib-body">
<div class="csl-entry">Pirch, S., Müller, F., Iofinova, E., Pazmandi, J., Hütter, C., Chiettini, M., Sin, C., Kaan, B., Podkosova, I., Kaufmann, H., & Menche, J. (2021). The VRNetzer platform enables interactive network analysis in Virtual Reality. <i>Nature Communications</i>, <i>12</i>(2432). https://doi.org/10.1038/s41467-021-22570-w</div>
</div>
-
dc.identifier.issn
2041-1723
-
dc.identifier.uri
http://hdl.handle.net/20.500.12708/138336
-
dc.description.abstract
Networks provide a powerful representation of interacting components within complex systems, making them ideal for visually and analytically exploring big data. However, the size and complexity of many networks render static visualizations on typically-sized paper or screens impractical, resulting in proverbial 'hairballs'. Here, we introduce a Virtual Reality (VR) platform that overcomes these limitations by facilitating the thorough visual, and interactive, exploration of large networks. Our platform allows maximal customization and extendibility, through the import of custom code for data analysis, integration of external databases, and design of arbitrary user interface elements, among other features. As a proof of concept, we show how our platform can be used to interactively explore genome-scale molecular networks to identify genes associated with rare diseases and understand how they might contribute to disease development. Our platform represents a general purpose, VR-based data exploration platform for large and diverse data types by providing an interface that facilitates the interaction between human intuition and state-of-the-art analysis methods.
en
dc.language.iso
en
-
dc.relation.ispartof
Nature Communications
-
dc.subject
General Physics and Astronomy
-
dc.subject
General Chemistry
-
dc.subject
Multidisciplinary
-
dc.subject
General Biochemistry, Genetics and Molecular Biology
-
dc.title
The VRNetzer platform enables interactive network analysis in Virtual Reality
en
dc.type
Artikel
de
dc.type
Article
en
dc.type.category
Original Research Article
-
tuw.container.volume
12
-
tuw.container.issue
2432
-
tuw.journal.peerreviewed
true
-
tuw.peerreviewed
true
-
tuw.researchTopic.id
I5
-
tuw.researchTopic.name
Visual Computing and Human-Centered Technology
-
tuw.researchTopic.value
100
-
dcterms.isPartOf.title
Nature Communications
-
tuw.publication.orgunit
E193-02 - Forschungsbereich Computer Graphics
-
tuw.publisher.doi
10.1038/s41467-021-22570-w
-
dc.identifier.eissn
2041-1723
-
dc.description.numberOfPages
14
-
tuw.author.orcid
0000-0002-4975-4618
-
tuw.author.orcid
0000-0002-0322-9869
-
tuw.author.orcid
0000-0002-1583-6404
-
wb.sci
true
-
wb.sciencebranch
Informatik
-
wb.sciencebranch.oefos
1020
-
wb.facultyfocus
Visual Computing and Human-Centered Technology (VC + HCT)
de
wb.facultyfocus
Visual Computing and Human-Centered Technology (VC + HCT)
en
wb.facultyfocus.faculty
E180
-
item.languageiso639-1
en
-
item.grantfulltext
restricted
-
item.cerifentitytype
Publications
-
item.openairetype
research article
-
item.openairecristype
http://purl.org/coar/resource_type/c_2df8fbb1
-
item.fulltext
no Fulltext
-
crisitem.author.dept
German Federal Environment Agency
-
crisitem.author.dept
E193-03 - Forschungsbereich Virtual and Augmented Reality
-
crisitem.author.dept
E193-03 - Forschungsbereich Virtual and Augmented Reality
-
crisitem.author.orcid
0000-0002-0322-9869
-
crisitem.author.parentorg
E193 - Institut für Visual Computing and Human-Centered Technology
-
crisitem.author.parentorg
E193 - Institut für Visual Computing and Human-Centered Technology