论文标题
政治蜜月对社交媒体的影响:表征社交媒体对日本总理变化的反应
Political Honeymoon Effect on Social Media: Characterizing Social Media Reaction to the Changes of Prime Minister in Japan
论文作者
论文摘要
上任后,民主国家的新领导人通常会立即获得高度认可。这种现象称为蜜月效应,被认为是一种重要的政治现象。但是,它的机制仍然没有被逐渐解散。因此,本研究研究了社交媒体使用者如何应对政治领导力的变化,以便更好地了解政治上的蜜月效应。特别是,我们在日本总理的八个更改时间内构建了一个15年的Twitter数据集,其中包括660万个推文,并根据情感,主题和用户对它们进行了分析。我们发现,虽然并非总是如此,但社交媒体倾向于在总理的变化时间表中表现出蜜月的影响。该研究还表明,关于总理的情绪因主题而有所不同,表明公众的期望因一名总理而异。此外,在总理变更之前和之后,用户群在很大程度上被替换,他们的情绪也大不相同。这项研究的含义将对行政管理有益。
New leaders in democratic countries typically enjoy high approval ratings immediately after taking office. This phenomenon is called the honeymoon effect and is regarded as a significant political phenomenon; however, its mechanism remains underexplored. Therefore, this study examines how social media users respond to changes in political leadership in order to better understand the honeymoon effect in politics. In particular, we constructed a 15-year Twitter dataset on eight change timings of Japanese prime ministers consisting of 6.6M tweets and analyzed them in terms of sentiments, topics, and users. We found that, while not always, social media tend to show a honeymoon effect at the change timings of prime minister. The study also revealed that sentiment about prime ministers differed by topic, indicating that public expectations vary from one prime minister to another. Furthermore, the user base was largely replaced before and after the change in the prime minister, and their sentiment was also significantly different. The implications of this study would be beneficial for administrative management.