论文标题
通往白宫的道路:分析美国总统初选期间主流与社交媒体之间的关系
Road to the White House: Analyzing the Relations Between Mainstream and Social Media During the U.S. Presidential Primaries
论文作者
论文摘要
信息对于一个民主社会的职能至关重要,在该社会中,知名公民可以做出合理的政治决定。尽管过去的政治实体主要利用报纸和后来的电视来通知公众,随着互联网和在线社交媒体的兴起,政治舞台已转变为更复杂的结构。现在,人们比以往任何时候都在网上表达自己,而主流新闻机构试图抓住互联网的力量来传播议程。为了掌握主流媒体和在线社交媒体的政治共存,在本文中,我们在美国2020年总统大选中进行了这两个信息来源的分析。特别是,我们在2020年民主党总统初选中收集数据,并通过分析这些数据,我们重点介绍了这两种主要来源之间的相似性和差异,检测他们彼此之间的潜在影响,并了解这种影响关系如何随着时间而变化。为了补充这两个主要来源并建立基线,我们还为正在分析的每个候选人提供了Google趋势搜索结果和投票结果。
Information is crucial to the function of a democratic society where well-informed citizens can make rational political decisions. While in the past political entities were primarily utilizing newspaper and later television to inform the public, with the rise of the Internet and online social media, the political arena has transformed into a more complex structure. Now, more than ever, people express themselves online while mainstream news agencies attempt to seize the power of the Internet to spread their agenda. To grasp the political coexistence of mainstream media and online social media, in this paper, we perform an analysis between these two sources of information in the context of the U.S. 2020 presidential election. In particular, we collect data during the 2020 Democratic Party presidential primaries pertaining to the candidates and by analyzing this data, we highlight similarities and differences between these two main types of sources, detect the potential impact they have on each other, and understand how this impact relationship can change over time. To supplement these two main sources and to establish a baseline, we also include Google Trends search results and Polling results for each of the candidates that are being analyzed.