Collaborative Data Analytics Using Virtual Reality

被引:0
|
作者
Huyen Nguyen [1 ,3 ]
Ward, Benjamin [2 ]
Engelke, Ulrich [3 ]
Thomas, Bruce [4 ]
Bednarz, Tomasz [1 ,3 ]
机构
[1] Univ New South Wales UNSW Art & Design, Sydney, NSW, Australia
[2] Murdoch Univ, Murdoch, WA, Australia
[3] CSIRO, Data61, Canberra, ACT, Australia
[4] Univ South Australia, Mawson Lakes, SA, Australia
关键词
Human-centered computing-Visualization-Visualization techniques-Treemaps; Human-centered computing-Visualization-Visualization design and evaluation methods;
D O I
10.1109/vr.2019.8797845
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Immersive analytics allows a large amount of data and complex structures to be concurrently investigated. We propose a collaborative analytics system that benefits from new advances in immersive technologies for collaborators working in the early stages of data exploration. We implemented a combination of Star Coordinates and Star Plot visualisation techniques to support the visualisation of multidimensional data and the encoding of datasets using simple and compact visual representations. To support data analytics tasks, we propose tools and interaction techniques for users to build decision trees for visualising and analysing data in a top -down method.
引用
收藏
页码:1098 / 1099
页数:2
相关论文
共 50 条
  • [1] Big Data Visual Analytics using virtual reality techniques
    Raya, Laura
    Sanchez, Alberto
    [J]. ARDIN-ARTE DISENO E INGENIERIA, 2014, (03): : 61 - 74
  • [2] Immersive and Collaborative Data Visualization Using Virtual Reality Platforms
    Donalek, Ciro
    Djorgovski, S. G.
    Cioc, Alex
    Wang, Anwell
    Zhang, Jerry
    Lawler, Elizabeth
    Yeh, Stacy
    Mahabal, Ashish
    Graham, Matthew
    Drake, Andrew
    Davidoff, Scott
    Norris, Jeffrey S.
    Longo, Giuseppe
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2014, : 609 - 614
  • [3] Improving Big Data Visual Analytics with Interactive Virtual Reality
    Moran, Andrew
    Gadepally, Vijay
    Hubbell, Matthew
    Kepner, Jeremy
    [J]. 2015 IEEE HIGH PERFORMANCE EXTREME COMPUTING CONFERENCE (HPEC), 2015,
  • [4] Collaborative virtual reality
    Leema, MB
    Prakash, EC
    Chan, TKY
    [J]. IEEE 2000 TENCON PROCEEDINGS, VOLS I-III: INTELLIGENT SYSTEMS AND TECHNOLOGIES FOR THE NEW MILLENNIUM, 2000, : A542 - A545
  • [5] Immersive Analytics: Building Virtual Data Worlds for Collaborative Decision Support
    Hackathorn, Richard
    Margolis, Todd
    [J]. 2016 WORKSHOP ON IMMERSIVE ANALYTICS (IA), 2016, : 44 - 47
  • [6] Collaborative environment with visualizing medical volume data by virtual reality
    Watanabe, Masahiro
    Okuda, Motoi
    Karube, Yukihiro
    Matsukura, Ryuichi
    Matsuzawa, Teruo
    [J]. EIGHTH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES, PROCEEDINGS, 2007, : 347 - +
  • [7] Rigorous exploration of medical data in collaborative virtual reality applications
    Dech, F
    Silverstein, JC
    [J]. SIXTH INTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION, PROCEEDINGS, 2002, : 32 - 38
  • [8] ViRMA: Virtual Reality Multimedia Analytics
    Duane, Aaron
    Jonsson, Bjorn Por
    [J]. PROCEEDINGS OF THE 2022 INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, ICMR 2022, 2022, : 211 - 214
  • [9] Improving Safety Performance in Construction Using Eye-Tracking, Visual Data Analytics, and Virtual Reality
    Jeelani, Idris
    Albert, Alex
    Han, Kevin
    [J]. CONSTRUCTION RESEARCH CONGRESS 2020: SAFETY, WORKFORCE, AND EDUCATION, 2020, : 395 - 404
  • [10] Data Analytics on Interactive Indoor Cycling Exercises With Virtual Reality Video Games
    Kassim, Murizah
    Said, Muhamad Noor Hariz Muhamad
    [J]. CONFERENCE PROCEEDINGS OF 2018 4TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2018, : 321 - 326