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在线社区中用户行为的建模和分析

Moddeling and analysis of user behavior in online communities
课程网址: http://videolectures.net/iswc2011_rowe_communities/  
主讲教师: Matthew Rowe
开课单位: 兰开斯特大学
开课时间: 2011-11-25
课程语种: 汉简
中文简介:
了解和预测在线社区的健康状况对其拥有长寿和成功的既得利益者的所有者和管理者具有重要价值。然而,社区进化与其成员的行为模式和趋势之间的关联尚不清楚,这阻碍了我们对社区是否繁荣或消除进行准确预测的能力。在本文中,我们使用统计分析,结合语义模型和规则来表示和计算在线社区的行为。我们将这个模型应用于Boards.ie的一些论坛社区,以便对社区成员的行为进行时间分类,并报告这些论坛中不同的行为构成如何与积极和消极的社区增长相关联。
课程简介: Understanding and forecasting the health of an online community is of great value to its owners and managers who have vested interests in its longevity and success. Nevertheless, the association be- tween community evolution and the behavioural patterns and trends of its members is not clearly understood, which hinders our ability of making accurate predictions of whether a community is flourishing or diminishing. In this paper we use statistical analysis, combined with a semantic model and rules for representing and computing behaviour in online communities. We apply this model on a number of forum communities from Boards.ie to categorise behaviour of community members over time, and report on how diff erent behaviour compositions correlate with positive and negative community growth in these forums.
关 键 词: 在线社区; 统计; 语义模型
课程来源: 视频讲座网
最后编审: 2019-05-05:lxf
阅读次数: 83