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The structure of scientific collaboration networks

Proceedings of the National Academy of Sciences · 2001 · Vol. 98(2) · pp. 404–409
M. E. J. Newman

Abstract

The structure of scientific collaboration networks is investigated. Two scientists are considered connected if they have authored a paper together and explicit networks of such connections are constructed by using data drawn from a number of databases, including MEDLINE (biomedical research), the Los Alamos e-Print Archive (physics), and NCSTRL (computer science). I show that these collaboration networks form "small worlds," in which randomly chosen pairs of scientists are typically separated by only a short path of intermediate acquaintances. I further give results for mean and distribution of numbers of collaborators of authors, demonstrate the presence of clustering in the networks, and highlight a number of apparent differences in the patterns of collaboration between the fields studied.

Complex Network Analysis Techniquesscientometrics and bibliometrics researchBioinformatics and Genomic NetworksPath (computing)Computer scienceCluster analysisNetwork scienceData scienceComplex networkWorld Wide WebArtificial intelligenceComputer network

MeSH terms

AuthorshipCooperative BehaviorHumansModels, TheoreticalResearchResearch PersonnelScienceBibliometricsCluster AnalysisDatabases, BibliographicMEDLINE
Citations
4,431
FWCI
57.74
field-weighted impact
References
34
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Nature · 1998 · 42,581 citations
Random graphs with arbitrary degree distributions and their applications
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 2001 · 3,661 citations
<i>Introduction to Percolation Theory</i>
Physics Today · 1993 · 6,685 citations
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