Source Detection Survey

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Source detection of rumor in social network – A review


looks like the lastest summary of tracking-related works.

Rumor Source Identification in Social Networks with Time-Varying Topology


The work has the potential to be transferred into a network-based solution. Would be the baseline if no further works follow it.

Multiple Rumor Source Detection with Graph Convolutional Networks

Detection of rumor conversations in Twitter using graph convolutional networks


The only two works that employ a network-based method, the latter has not been published.

##Multiple Source Detection without Knowing the Underlying Propagation Model


This work is the cornerstone of the previous one, note both of them share the same way of generating data.

##Rumor Detectionon Social Media with Bi-Directional Graph Convolutional Networks


This work focused on a different topic but its method worth practising.