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Core-periphery disparity in fractal behavior of complex networks
Joon-Young Moon1, Dongmyeong Lee, Jack H Koolen
1Nonlinear and Complex Systems Laboratory, Department of Physics, Pohang University of Science and Technology, Pohang 790-784, Republic of Korea.
Abstract:
We show that there is a disparity in fractal scaling behavior of the core and peripheral parts of empirical small-world scale-free networks. We decompose the network into a core and a periphery and measure the fractal dimension of each part separately using the box-counting method. We find that the core of small-world scale-free networks has a nonfractal structure, whereas the periphery exhibits either fractal or nonfractal scaling. The fractal dimension of the periphery is found to coincide with one for the whole network.
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