The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Basic notions for the analysis of large two-mode networks
Open accessAbstract
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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Cites
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Networks beyond pairwise interactions: Structure and dynamics
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Triadic closure in two-mode networks: Redefining the global and local clustering coefficients
Opsahl, T. (2013) · Social Networks · doi:10.1016/j.socnet.2011.07.001 · Cited by 488
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Social network analysis: An overview
Tabassum, S., Pereira, F. S. F., Fernandes, S., & Gama, J. (2018) · WIREs Data Mining and Knowledge Discovery · doi:10.1002/widm.1256 · Cited by 419
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Martens, D., Provost, F., Clark, J., & de Fortuny, E. J. (2016) · MIS Quarterly · doi:10.25300/misq/2016/40.4.04 · Cited by 140
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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