The evolution of a citation network topology: The development of the journal Scientometrics

Li-Chun, Yin and Kretschmer, Hildrun and Hanneman, Robert A. and Ze-Yuan, Liu The evolution of a citation network topology: The development of the journal Scientometrics., 2006 . In International Workshop on Webometrics, Informetrics and Scientometrics & Seventh COLLNET Meeting, Nancy (France), May 10 - 12, 2006. (Unpublished) [Conference paper]

[img]
Preview
PDF
lichen.pdf

Download (318kB) | Preview

English abstract

By mapping the electronic database containing all papers in Scientometrics for a 26-year period (1978-2004), we uncover the topological measures that characterize the network at a given moment, as well as the time evolution of these quantities. The citation network of the journal displays the characteristic features of a “small-world” network of local dense clusters of highly specialized literature. These clusters, however, are efficiently connected into a large single component by a small number of “hub” papers that allow short-distance connection among increasingly large numbers of papers. The patterns of evolution of the network toward this “small-world” are also explored.

Item type: Conference paper
Keywords: Citation network; Structure evolution; Scientometrics
Subjects: B. Information use and sociology of information
Depositing user: Heather G Morrison
Date deposited: 23 May 2006
Last modified: 02 Oct 2014 12:03
URI: http://hdl.handle.net/10760/7576

References

Watts, D. J. (2003). Six Degrees: The Science of a Connected Age. New York: W. W. Norton.

S.Lehmann, B.Lautrup, and AD.Jackson, (2003). Citation Networks in High Energy Physics. Physical Review E, 68, 026113

A.Vazquez, Statistics of citation networks, E-print: arXiv: cond-mat/0105031, 2001.

S. Redner, (1998). How popular is your paper? An empirical study of the citation distribution.European Physical Journal B, 4 (2), 131-134.

E.Garfield, (1955). Citation Indexes for Science: A New Dimension in Documentation through Association of Ideas. Science, 122, 108-111.

DJ de Solla. Price, (1965). Networks of Scientific Papers. Science, 149, 510-515.

NP.Hummon, and P.Doreian, (1989). Connectivity in a Citation Network: The Development of DNA Theory. Social Networks, 11, 39-63.

O.Persson, (2005). Exploring the analytical potential of comparing citing and cited source items. Proceedings of ISSI,1, 24-34.

B.Dutt, K. C. Garg, and A.Bali, (2003).Scientometrics of the international journal Scientometrics. Scientometrics, 56, 81-93.

1A.Schubert, (2002).The Web of Scientometrics: A statistical overview of the first 50 volumes of the journal. Scientometrics, 53,3-20.

P.Wouters, L.Leydesdorff, (1994). Has Prices’s dream come true: Is scientometrics a hard science? Scientometrics, 31, 193–222.

de Nooy, W., A. Mrvar, and V. Batagelj. (2005). Exploratory Social Network Analysis with Pajeck. Cambridge: Cambridge University Press.

KB.Hajra and P.Sen, (2005). Aging in citation networks. Physica A-Statistical Mechanics and ITS Applications, 346 (1-2), 44-48.

R.A.Hanneman, (2004). Introduction to social network Methods. As e-print available at http:// www.analytictech.com/networks.pdf on May.25.2004.

J.Scott, (2000).Social network analysis-A handbook (2nd ed). Sage publications, London.

AL.Barabasi., H.Jeong, Z.Neda, et al. (2002). Evolution of the social network of scientific collaborations. Physica A, 311 (3-4), 590-614.

DJ.Watts, and S.H.Strogatz, Collective dynamics of 'small-world' networks. NATURE 393 (6684), 440-442, 1998.

S.Milgram, (1967). The small world problem. Psychology Today, 2, 60-67.

R.Albert and AL.Barabasi, (2002). Statistical mechanics of complex networks. Reviews of modern physics, 74, 47-97.


Downloads

Downloads per month over past year

Actions (login required)

View Item View Item