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Growth dynamics of the World-Wide Web
Naturevolume 401, page131 (1999)Cite this article
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Abstract
The exponential growth of the World-Wide Web has transformed it into an ecology of knowledge in which highly diverse information is linked in an extremely complex and arbitrary manner. But even so, as we show here, there is order hidden in the web. We find that web pages are distributed among sites according to a universal power law: many sites have only a few pages, whereas very few sites have hundreds of thousands of pages. This universal distribution can be explained by using a simple stochastic dynamical growth model.
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References
Zipf, G. K.Human Behavior and the Principle of Least Effort (Addison-Wesley, Cambridge, Massachusetts, 1949).
Mantegna, R. N. et al.Phys. Rev. E52, 2939–2950 (1995).
Gunther, R. et al.Int. J. Theor. Phys.35, 395–417 (1996).
Crow, E. L & Shimizu, K.Lognormal Distributions: Theory and Applications (Dekker, New York, 1988).
Huberman, B. A., Pirolli, P., Pitkow, J. & Lukose, R. M.Science280, 95–97 (1998).
Huberman, B. A. & Lukose, R. M.Science277, 535–538 (1997).
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Xerox Palo Alto Research Center, 3333 Coyote Hill, Palo Alto, 94304, California, USA
Bernardo A. Huberman & Lada A. Adamic
- Bernardo A. Huberman
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- Lada A. Adamic
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Correspondence toLada A. Adamic.
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Huberman, B., Adamic, L. Growth dynamics of the World-Wide Web.Nature401, 131 (1999). https://doi.org/10.1038/43604
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