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Topicality and social impact: Diverse messages but focused messengers. Under review, arXiv 1402.5443 (2014)

by L Weng, F Menczer
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Information diffusion on online social networks

by Lilian Weng , 2014
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Topic-based Clusters in Egocentric Networks on Facebook

by Lilian Weng, Thomas Lento
"... Homophily suggests that people tend to befriend others with shared traits, such as similar topical interests or overlapping social circles. We study how people communicate online in term of conversation topics from an egocentric viewpoint us-ing a dataset from Facebook. We find that friends who favo ..."
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Homophily suggests that people tend to befriend others with shared traits, such as similar topical interests or overlapping social circles. We study how people communicate online in term of conversation topics from an egocentric viewpoint us-ing a dataset from Facebook. We find that friends who favor similar topics form topic-based clusters; these clusters have dense connectivities, large growth rates, and little overlap.
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...during interpersonal conversation. Topics and user interests haven been studied broadly in online environments from multiple perspectives (Michelson and Macskassy 2010; Romero, Tan, and Ugander 2013; =-=Weng and Menczer 2014-=-). Topical locality on the Web describes a phenomenon similar to homophily: most Web pages tend to link with related content (Davison 2000; Menczer 2004). This concept can be extended to interpersonal...

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