Concepedia

Data-driven Visualization

Data-Driven Visualization is a generative visual system that synthesizes visual representations through algorithmic processes directly informed by empirical data inputs, distinguishing itself from rule-based or manually designed visualization approaches by its reliance on data as the primary driver of visual form and structure.

155

Publications

10.6K

Citations

482

Authors

194

Institutions

Publications per year

2017–2026

66

Parents

Publications

155

D³ Data-Driven Documents

M. G. Bostock, V. Ogievetsky, Jeffrey Heer · IEEE Transactions on Visualization and Computer Graphics · 2011 · 3.2K citations

, , +13

Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization

Arvind Satyanarayan, Ryan P. Russell, Jane Hoffswell et al. · IEEE Transactions on Visualization and Computer Graphics · 2015 · 285 citations

, , +15

Making data visualization more efficient and effective: a survey

Xuedi Qin, Yuyu Luo, Nan Tang et al. · The VLDB Journal · 2019 · 246 citations

, , +11

DeepEye: Towards Automatic Data Visualization

Yuyu Luo, Xuedi Qin, Nan Tang et al. · 2018 · 225 citations

, , +11

Storytelling with data: a data visualization guide for business professionals

Choice Reviews Online · 2016 · 221 citations

, , +17

1–5 of 155

Authors

482

  1. DA
    Daniel A. Keim

    University of Konstanz, Germany

    6 publications · 239 citations

    6

    h-index

  2. JH
    Jeffrey Heer

    University of Washington, United States

    4 publications · 3.7K citations

    4

    h-index

  3. GL
    Guoliang Li

    Tsinghua University, China

    4 publications · 614 citations

    4

    h-index

  4. YL
    Yuyu Luo

    Tsinghua University, China

    4 publications · 623 citations

    4

    h-index

  5. CZ
    Chen Zhang

    Hunan University, China

    3 publications · 161 citations

    3

    h-index

1–5 of 482

Institutions

194

  1. Tsinghua University

    Beijing, China

    6 h-index

    14 publications

    1.8K citations

  2. Stanford University

    Stanford, United States

    6 h-index

    10 publications

    10.3K citations

  3. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    8 publications

    532 citations

  4. Microsoft (United States)

    Redmond, United States

    5 h-index

    10 publications

    506 citations

  5. University of Washington

    Seattle, United States

    4 h-index

    10 publications

    1.2K citations

  6. University of California, Berkeley

    Berkeley, United States

    4 h-index

    6 publications

    290 citations

  7. University of Konstanz

    Konstanz, Germany

    4 h-index

    13 publications

    321 citations

  8. University of California, Davis

    Davis, United States

    4 h-index

    8 publications

    538 citations

1–8 of 194

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 21 publications · 4.7K citations

    20

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 107 citations

    4

    h-index

  3. Information Visualization

    3 publications · 69 citations

    3

    h-index

  4. 2

    h-index

  5. Frontiers in Neuroinformatics

    2 publications · 51 citations

    2

    h-index

1–5