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Department of Electronic and Information Engineering The Hong Kong Polytechnic Univeristy Complex Networks: Some Typical Examples Complex Network Example: Internet (K. C. Claffy) Complex Network Example: WWW (William R. Cheswick) Complex Network Example: HTTP (Bradley Huffaker) Complex Network Example: Telecomm Networks (Stephen G. Eick) Complex Network Example: Routes of Airlines Complex Network Example: Usenet (Naveen Jamal) Complex Network Example: VLSI Circuits, CNN Complex Network Example: Biological Networks Complex Network Example: Human Relationships Topics for Today ER Random Graph Models Random Graph and Poisson Degree Distribution Small-World Networks Scale-Free Networks “Emergence of scaling in random networks” Science, 286: 509 (1999) A.-L. Barabási Scale-Free Networks (Hawoong Jeong) (Stephen G. Eick) 一些实例 Technology: World Wide Web Internet Social Science: 6 degree of separation Movie actors network Scientific cooperation (Bradley Huffaker) 1. WWW World Wide Web 2. Internet (Computed in 1995-1999, at both domain level and router level) (continued) A single “target” in Boston 300 initial “senders” in Boston and Oma
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