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The Categorising Characteristics of Facebook Pages: Using the K-Means Grouping Method

机译:Facebook页面的分类特征:使用K-Means分组方法

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This study conducts the K-means grouping analysis on 1,373 Facebook pages in order to find the difference and characteristics between groups, and furthermore attempt to understand the behavioural characteristics of Facebook page users. The study produces four clusters with different characteristics, all of which are named and defined according to their qualities. The four types of pages are the “functional video and audio informational pages,” “audio and video entertainment with low discussion pages,” “high-identifying celebrity pages”, and “food and travel with active discussion pages .” The result of this study not only provides a clear understanding of the grouping structure of Facebook pages, but also provides reference for fan page managers when constructing management strategies.
机译:这项研究对1,373个Facebook页面进行了K-means分组分析,以发现组之间的差异和特征,并试图了解Facebook页面用户的行为特征。该研究产生了四个具有不同特征的集群,所有集群均根据其质量进行命名和定义。四种类型的页面是“功能性视频和音频信息页面”,“讨论区域较少的音频和视频娱乐页面”,“知名度很高的名人页面”以及“活动讨论区域中的食物和旅行”。这项研究的结果不仅清楚地了解了Facebook页面的分组结构,而且还为构建管理策略的粉丝页面管理员提供了参考。

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