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Recent years have seen various rumor diffusion models being assumed indetection of rumor source research of the online social network. Diffusionmodel is arguably considered as a very important and challengeable factor forsource detection in networks but it is less studied. This paper provides anoverview of three representative schemes of Independent Cascade-based,Epidemic-based, and Learning-based to model the patterns of rumor propagationas well as three major schemes of estimators for rumor sources since itsinception a decade ago.

Schemes of Propagation Models and Source Estimators for Rumor Source Detection in Online Social Networks: A Short Survey of a Decade of Research