Information diffusion in online social networks: a survey

Published: 01 Jan 2013, Last Modified: 09 Dec 2024SIGMOD Rec. 2013EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Online social networks play a major role in the spread of information at very large scale. A lot of effort have been made in order to understand this phenomenon, ranging from popular topic detection to information diffusion modeling, including influential spreaders identification. In this article, we present a survey of representative methods dealing with these issues and propose a taxonomy that summarizes the state-of-the-art. The objective is to provide a comprehensive analysis and guide of existing efforts around information diffusion in social networks. This survey is intended to help researchers in quickly understanding existing works and possible improvements to bring.
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