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基于渗透理论的主题传播量化:ICWSM网络研究

Quantification of Topic Propagation using Percolation Theory: A study of the ICWSM Network
课程网址: http://videolectures.net/icwsm09_bolourian_qtppt/  
主讲教师: Ali Azimi Bolourian
开课单位: 格拉斯哥大学
开课时间: 2009-06-24
课程语种: 英语
中文简介:
博客促进了全球数百万人的在线辩论和讨论。确定Blogosphere中讨论的最受欢迎和最流行的主题是一项至关重要的任务。本文描述了我们对Blogosphere中主题传播水平量化的预测。它试图回答一个关键问题:在它变得普遍之前,有多少人应该知道该主题?我们的模型使用Blogosphere的链接结构的图形理论表示,允许它推导出“PercolationThreshold”,然后将其用于流行或“全局”主题的量化和定义。我们应用了我们的方法并分析了ICWSM数据集的社会结构以找到答案。
课程简介: Blogs facilitate online debates and discussions for millions of people around the world. Identifying the most popular and prevailing topics discussed in the Blogosphere is a crucial task. This paper describes our novel approach to the quantification of the level of topic propagation in the Blogosphere. It tries to answer one key question: How many people should know about a subject before it becomes prevalent? Our model uses graph-theoretic representations of the Blogosphere’s link structures that allows it to deduce the ‘Percolation Threshold’, which is then used in the quantification and definition of a prevalent or ‘Global’ topic. We applied our approach and analysed the social structure of the ICWSM data collection to find the answer.
关 键 词: 博客; 社会结构; 在线
课程来源: 视频讲座网
最后编审: 2019-04-26:lxf
阅读次数: 31