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An Empirical Analysis on Communications about Electronic Nicotine Delivery Systems (ENDS)in Chinese Social Media

机译:中国社交媒体中电子尼古丁传送系统(ENDS)传播的实证分析

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China, with a smoking population of over 350 million, is the largest potential market for electronic nicotine delivery systems (ENDS). The importance of understanding how ENDS are promoted and discussed in China cannot be overstated. However, related research is sparse. This study aims to explore the nature and extent of discussions around ENDS in Chinese social media, which have the power to influence a massive audience. We collected the data from Sina Weibo, which is one of the most popular Chinese microblogging sites. The dataset, which consisted of 999 messages, was analyzed in terms of polarities, genres and discussion topics. Statistical test and regression analysis were used to explore whether those features of messages will affect the message popularity, which was measured by repost number and comment number. The results of our study showed that 1) The majority of the messages were Pro-ENDS; 2) The number of comments received by messages of different genes varies significantly; 3) Whether a message contains specific topics or not will affect the comment number.
机译:中国的吸烟人口超过3.5亿,是电子尼古丁传送系统(ENDS)的最大潜在市场。了解在中国如何推广和讨论电子尼古丁传送系统的重要性不可低估。但是,相关研究很少。这项研究旨在探讨在中国社交媒体中有关ENDS的讨论的性质和范围,这些讨论有能力影响广大受众。我们从新浪微博收集了数据,新浪微博是中国最受欢迎的微博网站之一。该数据集由999条消息组成,并根据极性,体裁和讨论主题进行了分析。使用统计测试和回归分析来探索邮件的那些功能是否会影响邮件的受欢迎程度,这是通过转发数和评论数来衡量的。我们的研究结果表明:1)大多数信息是Pro-ENDS; 2)不同基因的信息收到的评论数量差异很大; 3)消息是否包含特定主题将影响评论编号。

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