从用户评论到在线对话
From User Comments to On-line Conversations
摘要:
我们提出了一个在线社交媒体中的用户对话及其随时间的演变分析。我们提出了一个动态模型,准确地预测会话线程的增长动力学和结构特性。该模型成功地调和了现有研究中报告的不同观察结果。通过将人为因素与用户行为分离,我们发现不同社交媒体网站的在线对话实际上存在共同的基本规则。我们的模型的结果是支持在一些不同的社交媒体网站的实证测量。
英文摘要:
We present an analysis of user conversations in on-line social media and their evolution over time. We propose a dynamic model that accurately predicts the growth dynamics and structural properties of conversation threads. The model successfully reconciles the differing observations that have been reported in existing studies. By separating artificial factors from user behaviors, we show that there are actually underlying rules in common for on-line conversations in different social media websites. Results of our model are supported by empirical measurements throughout a number of different social media websites.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。