Trends in Social Media: Persistance and Decay

Asur, Sitaram ; Szabo, Gabor ; Huberman, Bernardo ; Wang, Chunyan

HP Development Company

关键词: social trends;    social media;    Twitter;    public agenda;   

RP-ID  :  HPL-2011-254

学科分类：计算机科学（综合）

美国|英语

来源: HP Labs

【 摘 要 】

Social media generates a prodigious wealth of real-time content at an incessant rate. From all the content that people create and share, only a few topics manage to attract enough attention to rise to the top and become temporal trends which are displayed to users. The question of what factors cause the formation and persistence of trends is an important one that has not been answered yet. In this paper, we conduct an intensive study of trending topics on Twitter and provide a theoretical basis for the formation, persistence and decay of trends. We also demonstrate empirically how factors such as user activity and number of followers do not contribute strongly to trend creation and its propagation. In fact, we find that the resonance of the content with the users of the social network plays a major role in causing trends.