Concepedia

Aggregation-based Visualization

Aggregation-Based Visualization is a multilevel graph visualization technique that synthesizes complex graph structures into simplified, hierarchical representations by grouping nodes and edges into higher-level aggregates based on structural or semantic criteria, enabling scalable exploration of large-scale networks.

41

Publications

4.9K

Citations

131

Authors

81

Institutions

Publications per year

2017–2026

11

Parents

Publications

41

UpSet: Visualization of Intersecting Sets

Alexander Lex, Nils Gehlenborg, Hendrik Strobelt et al. · IEEE Transactions on Visualization and Computer Graphics · 2014 · 2.5K citations · Full text

, , +13

Hierarchical Aggregation for Information Visualization: Overview, Techniques, and Design Guidelines

Niklas Elmqvist, Jean‐Daniel Fekete · IEEE Transactions on Visualization and Computer Graphics · 2009 · 387 citations · Full text

, , +13

Visualizing tags over time

Micah Dubinko, Ravi Kumar, Joseph Magnani et al. · 2006 · 214 citations

, , +15

Spatio-temporal aggregation for visual analysis of movements

Gennady Andrienko, Natalia Andrienko · 2008 · 214 citations · Full text

, , +17

Balancing Systematic and Flexible Exploration of Social Networks

Adam Perer, Ben Shneiderman · IEEE Transactions on Visualization and Computer Graphics · 2006 · 198 citations

, , +16

1–5 of 41

Authors

131

  1. BS
    Ben Shneiderman

    University of Maryland, College Park, United States

    2 publications · 274 citations

    2

    h-index

  2. RS
    Robert Susmaga

    Poznań University of Technology, Poland

    2 publications · 46 citations

    2

    h-index

  3. AT
    Andrew Tomkins

    IBM Research - Almaden, United States

    2 publications · 302 citations

    2

    h-index

  4. QL
    Qi Liao

    Central Michigan University, United States

    2 publications · 39 citations

    2

    h-index

  5. GH
    Gregor Hackenbroich

    University of Duisburg-Essen, Germany

    2 publications · 128 citations

    2

    h-index

1–5 of 131

Institutions

81

  1. Yahoo (United States)

    Sunnyvale, United States

    3 h-index

    13 publications

    1.8K citations

  2. Central Michigan University

    Mount Pleasant, United States

    2 h-index

    2 publications

    39 citations

  3. Fraunhofer Institute for Intelligent Analysis and Information Systems

    Sankt Augustin, Germany

    2 h-index

    4 publications

    470 citations

  4. Poznań University of Technology

    Poznan, Poland

    2 h-index

    7 publications

    151 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    10 publications

    222 citations

  6. Tsinghua University

    Beijing, China

    2 h-index

    3 publications

    68 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    4 publications

    56 citations

  8. Technische Universität Berlin

    Berlin, Germany

    2 h-index

    2 publications

    128 citations

1–8 of 81

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 8 publications · 3.4K citations

    8

    h-index

  2. Information Sciences

    2 publications · 109 citations

    2

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 169 citations

    2

    h-index

  4. Applied Ergonomics

    1 publications · 21 citations

    1

    h-index

  5. ACM Transactions on the Web

    TWEB · 1 publications · 88 citations

    1

    h-index

1–5