Abstract
We consider scientific publications as a growing complex network where papers are nodes and citations are links which connect these papers together. We explain this network approach and make special accent on the temporal aspect of citation network, namely, we focus on the growth of the number of papers, age distribution of references, and citation dynamics. We trace relation of the age distribution of references to citation dynamics and explore this reference-citation duality.
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Barabasi, A. L. (2015). Network science. Cambridge: Cambridge University Press.
Bertin, M., Atanassova, I., Gingras, Y., & Larivière, V. (2015). The invariant distribution of references in scientific articles. Journal of the Association for Information Science and Technology, 67(1), 164–177.
Bornmann, L., & Haunschild, R. (2016). Citation score normalized by cited references (CSNCR): The introduction of a new citation impact indicator. Journal of Informetrics, 10(3), 875–887.
Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., et. al. (2000). Graph structure in the web. Computer Networks, 33(1–6), 309–320.
Caldarelli, G. (2007). Scale-free networks: Complex webs in nature and technology. Oxford: Oxford University Press.
Chakrabarti, B. K.,& Sen, P. (2014). Sociophysics: An introduction. Oxford: Oxford University Press.
Evans, T. S., Hopkins, N., & Kaube, B. S. (2012). Universality of performance indicators based on citation and reference counts. Scientometrics, 93(2), 473–495.
Fortunato, S. (2010). Community detection in graphs. Physics Reports, 486(3), 75–174.
Fortunato, S., Bergstrom, C. T., Börner, K., Evans, J. A., Helbing, D., Milojević, S., et al. (2018). Science of science. Science, 359(6379), eaao0185.
Garavaglia, A., Hofstad, R., & Woeginger, G. (2017). The dynamics of power laws: Fitness and aging in preferential attachment trees. Journal of Statistical Physics, 168(6), 1137–1179.
Geller, N. L., de Cani, J. S., & Davies, R. E. (1981). Lifetime-citation rates: A mathematical model to compare scientists’ work. Journal of the American Society for Information Science, 32(1), 1–15.
Glanzel, W. (2004). Towards a model for diachronous and synchronous citation analyses. Scientometrics, 60(3), 511–522.
Golosovsky, M. (2017). Power-law citation distributions are not scale-free. Physical Review E, 96(3), 032306.
Golosovsky, M., & Solomon, S. (2017). Growing complex network of citations of scientific papers: Modeling and measurements. Physical Review E, 95(1), 012324.
Krapivsky, P. L., & Redner, S. (2005). Network growth by copying. Physical Review E, 71, 036118.
Leskovec, J., Kleinberg, J., & Faloutsos, C. (2007). Graph evolution: Densification and shrinking diameters. ACM Transactions on Knowledge Discovery from Data (TKDD), 1(1), 2.
Martin, T., Ball, B., Karrer, B., & Newman, M. E. J. (2013). Coauthorship and citation patterns in the physical review. Physical Review E, 88(1), 012814.
Nakamoto, H. (1988). Synchronous and diachronous citation distributions. Informetrics, 87/88, 157–163.
Newman, M. (2010). Networks. Oxford: Oxford University Press.
Redner, S. (2004). Citation statistics from more than a century of Physical Review. Preprint arXiv:physics/0407137.
Roth, C., Wu, J., & Lozano, S. (2012). Assessing impact and quality from local dynamics of citation networks. Journal of Informetrics, 6(1), 111–120.
Sinatra, R., Deville, P., Szell, M., Wang, D., & Barabsi, A. L. (2015). A century of physics. Nature Physics, 11:791.
Solomon, S., Yaari, G., Dover, Y., & Moulet, S. (2009). Do all economies grow equally fast? Risk and Decision Analysis, 1(3), 171–185.
Šubelj, L., & Fiala, D. (2017). Publication boost in Web of Science journals and its effect on citation distributions. Journal of the Association for Information Science and Technology, 68(4), 1018–1023.
Vazquez, A. (2001). Statistics of citation networks. Preprint arXiv:cond-mat/0105031.
Yin, Y., & Wang, D. (2017). The time dimension of science: Connecting the past to the future. Journal of Informetrics, 11(2), 608–621.
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Golosovsky, M. (2019). Complex Network of Scientific Papers. In: Citation Analysis and Dynamics of Citation Networks. SpringerBriefs in Complexity. Springer, Cham. https://doi.org/10.1007/978-3-030-28169-4_2
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DOI: https://doi.org/10.1007/978-3-030-28169-4_2
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