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This Must Be the Place: Predicting Engagement of Online Communities in a Large-scale Distributed Campaign. (arXiv:2201.05334v1 [cs.SI])
Jan. 17, 2022, 2:10 a.m. | Abraham Israeli, Alexander Kremiansky, Oren Tsur
cs.CL updates on arXiv.org arxiv.org
Understanding collective decision making at a large-scale, and elucidating
how community organization and community dynamics shape collective behavior are
at the heart of social science research. In this work we study the behavior of
thousands of communities with millions of active members. We define a novel
task: predicting which community will undertake an unexpected, large-scale,
distributed campaign. To this end, we develop a hybrid model, combining textual
cues, community meta-data, and structural properties. We show how this
multi-faceted model can …
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