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Usenet中的社区结构和信息流:用线程所有权模型改进分析

Community Structure and Information Flow in Usenet: Improving analysis with a thread ownership model
课程网址: http://videolectures.net/icwsm09_mcglohon_csifu/  
主讲教师: Mary McGlohon
开课单位: 卡内基梅隆大学
开课时间: 2009-06-24
课程语种: 英语
中文简介:
学习Usenet提供了对在线社区的独特见解,因为通常有预先定义的社区交互空间。在这里,我们通过独特而新颖的分析方法,在4年的时间内研究了大量200个政治导向的新闻组。我们的研究是多尺度的:我们不仅要检查新闻组,还要比较不同群体的测量结果,我们还研究了组之间的关系。由于用户经常发布到多个群组,共享参与作者或交叉帖子可能是一种评估两个群体可能的内容相关关系的方式。然而,这也导致一些相关性的混淆。为了对抗这种影响,我们根据作者的发布活动,为一组交叉发布的群体开发一个文章的“所有权”度量。我们表明,这种所有权措施可以很好地改善对群体内部和群体之间信息传播的评估,并建议使用它来改进其他问题的分析。
课程简介: Studying Usenet provides unique insight into online communities, since there is often a pre-defined space for community interaction. Here, we examine a large set of posts in nearly 200 politically-oriented newsgroups over a period of 4 years, using a unique and novel approach to the analysis. Our study is multi-scale: not only do we examine the newsgroups individually and compare measurements of different groups, but we also examine the relationships between the groups. Since users often post to multiple groups, shared participating authors or cross posts may be a way to assess how closely related, content-wise, two groups may be. However, this also causes some confusion of relevance. To combat this effect, we develop an “ownership” measure of an article to the set of cross-posted groups, based on the posting activity of the author. We show that this ownership measure can greatly improve assessment of information diffusion within and between groups, and suggest using it to improve analysis in other problems.
关 键 词: 在线社区; 交叉发布; 共享
课程来源: 视频讲座网
最后编审: 2019-04-26:lxf
阅读次数: 26