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Cited by 320

The DOI matches its Crossref record; 49 of the 49 references it cites were found in a registry or an index.

Control Centrality and Hierarchical Structure in Complex Networks

Open access
Liu, Yang-Yu, Slotine, Jean-Jacques, Barabási, Albert-László·2012·PLoS ONE

Abstract

We introduce the concept of control centrality to quantify the ability of a single node to control a directed weighted network. We calculate the distribution of control centrality for several real networks and find that it is mainly determined by the network's degree distribution. We show that in a directed network without loops the control centrality of a node is uniquely determined by its layer index or topological position in the underlying hierarchical structure of the network. Inspired by the deep relation between control centrality and hierarchical structure in a general directed network, we design an efficient attack strategy against the controllability of malicious networks.

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Metadata

Authors
Liu, Y.-Y., Slotine, J.-J., & Barabási, A.-L.
Venue
PLoS ONE
Published
2012-09-27
Volume
7
Issue
9
Pages
e44459
ISSN
1932-6203 (ISSN-L)
OpenAlex
W2106308430
Cited by
320
References
49
FWCI
20.44
Type
journal article
Language
en
Open access
gold

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CoChat. (2026). Citation check: Control Centrality and Hierarchical Structure in Complex Networks. https://app.cochat.ai/papers/10.1371/journal.pone.0044459
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Liu, Y.-Y., Slotine, J.-J., & Barabási, A.-L. (2012). Control Centrality and Hierarchical Structure in Complex Networks. PLoS ONE. https://doi.org/10.1371/journal.pone.0044459

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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.