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The Rise and Fall of a Networked Society by Dr. Nanochick at 6:55 pm EDT, Jul 15, 2003 |
This is timball sending this to you. bitch. |
The Rise and Fall of a Networked Society [PDF] by Jeremy at 9:19 pm EDT, Jul 15, 2003 |
We propose a simple model of the evolution of a social network which involves local search and volatility (random decay of links). The model captures the crucial role the network plays for information diffusion. This is responsible for a feedback loop which results in a first-order phase transition between a very sparse network regime and a highly-connected phase. Phase coexistence and hysteresis take place for intermediate value of parameters. We derive a mean-field theory which correctly reproduces this behavior, including the distribution of degree connectivity and the non-trivial clustering properties. |
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