Concepedia

Dynamic Graph Analysis

Dynamic Graph Analysis is a subfield of graph analytics that focuses on the study and modeling of graph structures which evolve over time, distinguished from static graph analysis by its explicit consideration of temporal changes in nodes, edges, and associated attributes.

459

Publications

19.3K

Citations

1.3K

Authors

514

Institutions

Publications per year

2017–2026

229

Variants

Time-varying Graph Analysis

Parents

Publications

459

A tutorial on modeling and analysis of dynamic social networks. Part I

Anton V. Proskurnikov, Roberto Tempo · Annual Reviews in Control · 2017 · 556 citations · Full text

, , +11

GraphScope

Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou et al. · 2007 · 545 citations

, , +15

Tracking the Evolution of Communities in Dynamic Social Networks

Derek Greene, Dónal Doyle, Pádraig Cunningham · 2010 · 537 citations · Full text

, , +12

dyngraph2vec: Capturing network dynamics using dynamic graph representation learning

Palash Goyal, Sujit Rokka Chhetri, Arquimedes Canedo · Knowledge-Based Systems · 2019 · 466 citations · Full text

, , +11

A Taxonomy and Survey of Dynamic Graph Visualization

Fabian Beck, Michael Burch, Stephan Diehl et al. · Computer Graphics Forum · 2016 · 337 citations

, , +12

1–5 of 459

Authors

1.3K

  1. CF
    Christos Faloutsos

    Carnegie Mellon University, United States

    11 publications · 1.2K citations

    10

    h-index

  2. GF
    Giuseppe F. Italiano

    University of Rome Tor Vergata, Italy

    8 publications · 326 citations

    8

    h-index

  3. DA
    David A. Bader

    Georgia Institute of Technology, United States

    7 publications · 277 citations

    8

    h-index

  4. MB
    Michael Burch

    University of Stuttgart, Germany

    7 publications · 482 citations

    7

    h-index

  5. FB
    Fabian Beck

    University of Stuttgart, Germany

    6 publications · 538 citations

    6

    h-index

1–5 of 1.3K

Institutions

514

  1. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    39 publications

    4.5K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    10 h-index

    38 publications

    2.4K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    26 publications

    698 citations

  4. UNSW Sydney

    Sydney, Australia

    8 h-index

    11 publications

    581 citations

  5. University of Stuttgart

    Stuttgart, Germany

    7 h-index

    22 publications

    1.6K citations

  6. National University of Singapore

    Singapore, Singapore

    7 h-index

    17 publications

    875 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    7 h-index

    10 publications

    412 citations

  8. Harbin Institute of Technology

    Harbin, China

    7 h-index

    21 publications

    818 citations

1–8 of 514

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 723 citations

    13

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 13 publications · 880 citations

    13

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 11 publications · 613 citations

    13

    h-index

  4. ACM Transactions on Knowledge Discovery from Data

    TKDD · 4 publications · 153 citations

    6

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 169 citations

    5

    h-index

1–5