使用BlogTracker分析在线意见和影响博客活动

Abiola Akinnubi, Nitin Agarwal, Zachary Kimo Stine, Sodiq Oyedotun
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引用次数: 1

摘要

尽管出现了Twitter和Facebook等社交媒体平台,但博客已成为21世纪新型印刷媒体的重要组成部分,许多新闻机构、媒体机构、记者和用户使用这种媒体写作,不受任何主题选择或世界各地发生的事件的限制。虽然社交网站也成为用户分享观点的温床,但由于角色限制、实时有害行为、内容所有权等因素,当用户试图就影响他们的话题发表意见时,社交网站会受到干扰。Facebook、Twitter和Reddit等社交网站有时被用来吸引博客网站的流量。博客圈,被定义为博客网络,正以指数级的速度增长。Medium.com和WordPress.com是顶级博客平台之一,其中WordPress作为顶级博客平台处于领先地位,其他平台如Medium、Hashnode、Tumblr和blogger紧随其后。分析博客数据有助于了解一个社会的脉搏,知道什么能与一个社区产生共鸣,并认识到一个群体的不满,以及其他原因。由于博客没有字符限制,不像Twitter,博客允许更深入的讨论,使其成为设置叙事的有效平台。部落格也提供了一个方便的平台,让人们在冲突地区或灾害地区发生社会政治危机或人道主义危机时,能够了解情势。由于像Blogdex这样的解决方案要么被终止,要么被专有,为了解决拥有一个可公开访问的博客数据分析解决方案的困难,我们提出了BlogTracker。该工具可以帮助用户分析具有实时数据更新功能的公共讨论,并分析相关博客帖子和跟踪器上的叙述和情感分布。本演示以COVID-19为例,展示了BlogTracker应用程序如何分析博客数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing online opinions and influence campaigns on blogs using BlogTracker
Blogging has become an essential part of the new print media of the 21st century despite the emergence of social media platforms like Twitter and Facebook, with many news agencies, media outlets, journalists and users using this medium to write without any restriction on topics of choice or events that happen over the world. Although social networking sites have also become a hotbed where users share their views, it suffers from distraction when users try to air their views on topics that affect them due to character limitation, real-time toxic behavior, and content ownership rights. Social networking sites like Facebook, Twitter and Reddit are sometimes used to drive traffic to blogs sites. The blogosphere, defined as the network of blogs, is growing at an exponential rate. Medium.com and WordPress.com are among the top blogging platforms, with WordPress leading the way as a top blogging platform and followed by other platforms like Medium, Hashnode, Tumblr, and blogger. Analyzing blog data helps understand the pulse of a society, know what resonates with a community, and recognize the grievances of a group, among other reasons. Since there is no character limit in blogs, unlike Twitter, blogs allow much depth in discourse, allowing it to be an effective platform for setting narratives. Blogs also provide a convenient platform to develop situational awareness during a socio-political crisis or humanitarian crisis in a conflict-torn region or a disaster-struck area. To address the difficulty of having a publicly accessible blog data analytical solution since solutions like Blogdex, among others, were either discontinued or made proprietary, we present BlogTracker. This tool helps users analyze public discussions with real-time data update capability and analyze narratives and emotion distribution on associated blog posts and trackers. This demonstration shows how the BlogTracker application analyses blog data with a case study about COVID-19.
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