Understanding and Identifying Advocates for Political Campaigns on Social Media

Social media is increasingly being used to access and disseminate information on sociopolitical issues like gun rights and general elections. The popularity and openness of social media makes it conducive for some individuals, known as advocates, who use social media to push their agendas on these issues strategically. Identifying these advocates will caution social media users before reading their information and also enable campaign managers to identify advocates for their digital political campaigns. A significant challenge in identifying advocates is that they employ nuanced strategies to shape user opinion and increase the spread of their messages, making it difficult to distinguish them from random users posting on the campaign. In this paper, we draw from social movement theories and design a quantitative framework to study the nuanced message strategies, propagation strategies, and community structure adopted by advocates for political campaigns in social media. Based on obse...

• Type: Journal
• Year: 2016
• Where: WSDM
• Authors: Suhas Ranganath, Xia Hu, Jiliang Tang, Huan Liu
• Keywords: Data Mining, WSDM 2016