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网络中的扩散和级联行为

Diffusion and Cascading Behaviour in Networks
课程网址: http://videolectures.net/mmdss07_leskovec_dcbn/  
主讲教师: Jure Leskovec
开课单位: 斯坦福大学
开课时间: 2007-11-28
课程语种: 英语
中文简介:
传播是信息、病毒、思想和新行为在网络上传播的过程。例如,一项新技术的采用从一个小规模开始,只有少数“早期采用者”,然后越来越多的人采用它,因为他们观察朋友和邻居使用它。最终,这项技术的采用可能会通过社交网络传播,成为“感染”大多数社交网络的流行病。当它在网络上传播时,就会产生级联。社会学家研究了级联多年,关注创新的扩散;最近,研究人员研究了级联,以选择病毒营销的趋势制定者,在流行病学中找到接种目标,并解释blogspace的趋势。
课程简介: Diffusion is a process by which information, viruses, ideas and new behavior spread over the network. For example, adoption of a new technology begins on a small scale with a few “early adopters”, then more and more people adopt it as they observe friends and neighbors using it. Eventually the adoption of the technology may spread through the social network as an epidemic “infecting” most of the network. As it spreads over the network it creates a cascade. Cascades have been studied for many years by sociologists concerned with the diffusion of innovation; more recently, researchers have investigated cascades for selecting trendsetters for viral marketing, finding inoculation targets in epidemiology, and explaining trends in blogspace.
关 键 词: 扩散; 社交网络; 级联; 病毒式营销
课程来源: 视频讲座网
最后编审: 2020-05-30:张荧(课程编辑志愿者)
阅读次数: 188