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Community Level Diffusion Extraction

Published 27 May 2015
Zhiting Hu, Junjie Yao, Bin Cui, Eric P. Xing
Citations55

TL;DR

A new approach, i.e., COmmunity Level Diffusion (COLD), to uncover and explore temporal diffusion, model topics and communities in a unified latent framework, and extract inter-community influence dynamics.

Abstract

How does online content propagate on social networks? Billions of users generate, consume, and spread tons of information every day. This unprecedented scale of dynamics becomes invaluable to reflect our zeitgeist. However, most present diffusion extraction works have only touched individual user level and cannot obtain comprehensive clues.

Keywords

Computer SciencePhysics and Astronomy