Scale-free networks with self-growing weight

msra(2007)

引用 24|浏览2
暂无评分
摘要
We present a novel type of weighted scale-free network model, in which the weight grows independently of the attachment of new nodes. The evolution of this network is thus determined not only by the preferential attachment of new nodes to existing nodes but also by self-growing weight of existing links based on a simple weight-driven rule. This model is analytically tractable, so that the various statistical properties, such as the distribution of weight, can be derived. Finally, we found that some type of social networks is well described by this model.
更多
查看译文
关键词
social network,power-law distribution,weighted scale-free network,natural language,complex network,power law distribution,scale free network
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要