Inferring lockstep behavior from connectivity pattern in large graphs
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Coordinated and synchronized behaviors appear as near-fully connected communities in graphs, dense blocks in adjacency matrices, or peculiar patterns in spectral subspaces.
“Coordinated and synchronized behaviors appear as near-fully connected communities in graphs, dense blocks in adjacency matrices, or peculiar patterns in spectral subspaces [21].”
From A decade of social bot detection (2020) · cites this paper as [21]
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References 45 · Cited by 43
- Authors
- Jiang, M., Cui, P., Beutel, A., Faloutsos, C., & Yang, S.
- Affiliations
- Tsinghua University (CN)
- Carnegie Mellon University (US)
- Corresponding author
- Jiang, Meng
- Venue
- Knowledge and Information Systems
- Published
- 2015-10-15
- Volume
- 48
- Issue
- 2
- Pages
- 399-428
- ISSN
- 0219-1377 (ISSN-L)
- 0219-3116
- OpenAlex
- W2182891243
- Cited by
- 43
- References
- 45
- Citations by year
- 2026: 1 · 2023: 5 · 2022: 2 · 2021: 7 · 2020: 6 · 2019: 6 · 2018: 9 · 2017: 5 · 2016: 2
- FWCI
- 3.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Knowledge and Information Systems (publishedVersion)
- Topics
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Graph Theory and Algorithms
- Physical Sciences › Mathematics › Geometry and Topology › Graph theory and applications
- Keywords
- social graphs, adjacency matrix, spectral subspaces, block structure, staircase structure, anomaly detection, bipartite graphs, directed graphs, Twitter followers, Facebook likes, patent citation networks
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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