Estimating tie strength in follower networks to measure brand perceptions

As public entities like brands and politicians increasingly rely on social media to engage their constituents, analyzing who follows them can reveal information about how they are perceived. Whereas most prior work considers following networks as unweighted directed graphs, in this paper we use a tie strength model to place weights on follow links to estimate the strength of relationship between users. We use conversational signals (retweets,...