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Manifestation of research teams in journal literature: A growth model of papers, authors, collaboration, coauthorship, weak ties, and Lotka's law.

Authors :
Morris, Steven A.
Goldstein, Michel L.
Source :
Journal of the American Society for Information Science & Technology. Oct2007, Vol. 58 Issue 12, p1764-1782. 19p. 2 Diagrams, 7 Graphs.
Publication Year :
2007

Abstract

This article introduces a team-based model of researchers in a specialty and investigates the manifestation of such teams in a specialty's literature. The proposed qualitative behavioral model, with its mathematical expression as a growth model, is significant because it simultaneously describes the two phenomena of collaboration and author productivity (Lotka's law) in a specialty. The model is nested: A team process models the creation of research teams and the success-breeds-success process of their production of articles, while at a lower level the productivity of authors within teams is also modeled as a success-breeds-success process. Interteam collaboration (weak ties) is modeled as random events. This simple growth model is shown to faithfully mimic six network metrics of bipartite article-author networks. The model is demonstrated on three example article collections from specialties that have a wide range of degree of collaboration: (a) a distance education collection with low collaboration degree, (b) a complex networks collection with typical collaboration degree, and (c) an atrial ablation collection with heavy collaboration degree. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15322882
Volume :
58
Issue :
12
Database :
Academic Search Index
Journal :
Journal of the American Society for Information Science & Technology
Publication Type :
Academic Journal
Accession number :
26848026
Full Text :
https://doi.org/10.1002/asi.20661