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Cited by 617

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Basic notions for the analysis of large two-mode networks

Open access
Latapy, Matthieu, Magnien, Clémence, Vecchio, Nathalie Del·2008·Social Networks

Abstract

Many large real-world networks actually have a two-mode nature: their nodes may be separated into two classes, the links being between nodes of different classes only. Despite this, and despite the fact that many ad hoc tools have been designed for the study of special cases, very few exist to analyse (describe, extract relevant information) such networks in a systematic way. We propose here an extension of the most basic notions used nowadays to analyse large one-mode networks (the classical case) to the two-mode case. To achieve this, we introduce a set of simple statistics, which we discuss by comparing their values on a representative set of real-world networks and on their random versions. This makes it possible to evaluate their relevance in capturing properties of interest in two-mode networks.

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Metadata

Authors
Latapy, M., Magnien, C., & Vecchio, N. D.
Venue
Social Networks
Publisher
Elsevier BV
Published
2008-01
Volume
30
Issue
1
Pages
31-48
ISSN
0378-8733 (ISSN-L)
OpenAlex
W2027684023
Cited by
617
References
2
FWCI
4.69
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: Basic notions for the analysis of large two-mode networks. https://app.cochat.ai/papers/10.1016/j.socnet.2007.04.006
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Latapy, M., Magnien, C., & Vecchio, N. D. (2008). Basic notions for the analysis of large two-mode networks. Social Networks. https://doi.org/10.1016/j.socnet.2007.04.006

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