Michieli, Umberto (2018) Link Prediction on Real and Synthetic Complex Networks. [Magistrali biennali]
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Methods for topological link prediction are generally referred to as global or local. The former exploits the entire network topology, the latter adopts only the immedi- ate neighbourhood of the link to predict. Global methods are believed to be the best performing. Stochastic-Block-Model (SBM) is a global method believed as one of the best link predictors and widely accepted as reference when new methods are proposed.
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