A Study of Layout, Rendering, and Interaction Methods for Immersive Graph Visualization

被引:127
|
作者
Kwon, Oh-Hyun [1 ,2 ]
Muelder, Chris [1 ]
Lee, Kyungwon [3 ]
Ma, Kwan-Liu [1 ]
机构
[1] Univ Calif Davis, Dept Comp Sci, Davis, CA 95616 USA
[2] Ajou Univ, Suwon 441749, South Korea
[3] Ajou Univ, Dept Digital Media, Suwon 441749, South Korea
基金
新加坡国家研究基金会; 美国国家科学基金会;
关键词
Graph visualization; virtual reality; immersive environments; head-mounted display; STEREO; MOTION;
D O I
10.1109/TVCG.2016.2520921
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Information visualization has traditionally limited itself to 2D representations, primarily due to the prevalence of 2D displays and report formats. However, there has been a recent surge in popularity of consumer grade 3D displays and immersive head-mounted displays (HMDs). The ubiquity of such displays enables the possibility of immersive, stereoscopic visualization environments. While techniques that utilize such immersive environments have been explored extensively for spatial and scientific visualizations, contrastingly very little has been explored for information visualization. In this paper, we present our considerations of layout, rendering, and interaction methods for visualizing graphs in an immersive environment. We conducted a user study to evaluate our techniques compared to traditional 2D graph visualization. The results show that participants answered significantly faster with a fewer number of interactions using our techniques, especially for more difficult tasks. While the overall correctness rates are not significantly different, we found that participants gave significantly more correct answers using our techniques for larger graphs.
引用
收藏
页码:1802 / 1815
页数:14
相关论文
共 50 条
  • [1] Spherical Layout and Rendering Methods for Immersive Graph Visualization
    Kwon, Oh-Hyun
    Muelder, Chris
    Lee, Kyungwon
    Ma, Kwan-Liu
    2015 IEEE PACIFIC VISUALIZATION SYMPOSIUM (PACIFICVIS), 2015, : 63 - 67
  • [2] Evaluating Representation Learning and Graph Layout Methods for Visualization
    Heiter, Edith
    Kang, Bo
    De Bie, Tijl
    Lijffijt, Jefrey
    IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2022, 42 (03) : 19 - 27
  • [3] Review of Latest Research for Layout Methods of Graph Visualization
    Yang, Zhuo
    Xie, Yaqi
    Chen, Yi
    Zhan
    Computer Engineering and Applications, 2023, 59 (16) : 1 - 15
  • [4] Advanced rendering methods for visualization
    Hansen, C
    VISION MODELING, AND VISUALIZATION 2002, PROCEEDINGS, 2002, : 487 - 488
  • [5] Radius Degree Layout - Fast and Easy Graph Visualization Layout
    Takac, Lubos
    Zabovsky, Michal
    2014 10TH INTERNATIONAL CONFERENCE ON DIGITAL TECHNOLOGIES (DT), 2014, : 338 - 343
  • [6] Probabilistic Graph Layout for Uncertain Network Visualization
    Schulz, Christoph
    Nocaj, Arlind
    Goertler, Jochen
    Deussen, Oliver
    Brandes, Ulrik
    Weiskopf, Daniel
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2017, 23 (01) : 531 - 540
  • [7] Immersive Molecular Visualization with Omnidirectional Stereoscopic Ray Tracing and Remote Rendering
    Stone, John E.
    Sherman, William R.
    Schulten, Klaus
    2016 IEEE 30TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW), 2016, : 1048 - 1057
  • [8] Visualization and Interaction in Immersive Virtual Reality Games: a User Evaluation Study
    Rachevsky, Douglas Cavalli
    de Souza, Vinicius Costa
    Nedel, Luciana
    2018 20TH SYMPOSIUM ON VIRTUAL AND AUGMENTED REALITY (SVR 2018), 2018, : 89 - 98
  • [9] Natural multimodal interaction in immersive flow visualization
    Su, Chengyu
    Yang, Chao
    Chen, Yonghui
    Wang, Fupan
    Wang, Fang
    Wu, Yadong
    Zhang, Xiaorong
    VISUAL INFORMATICS, 2021, 5 (04) : 56 - 66
  • [10] A survey of immersive visualization: Focus on perception and interaction
    Zhang, Yue
    Wang, Zhenyuan
    Zhang, Jinhui
    Shan, Guihua
    Tian, Dong
    VISUAL INFORMATICS, 2023, 7 (04) : 22 - 35