Inferring Latent Diffusion Networks
Convert a cascade object to a data frame
Convert a cascade object to a matrix
Transform long data to cascade
Transform wide data to cascade
Count the number of possible edges in the dataset
Drop nodes from a cascade object
Is the object of class cascade?
Is the object of class diffnet?
Infer latent diffusion network
NetworkInference: Inferring latent diffusion networks
Plot a cascade object
Visualize netinf output
Simulate cascades from a diffusion network
Simulate a set of random cascades
Select a subset of cascades from cascade object
Subset a cascade object in time
Summarize a cascade object
This is an R implementation of the netinf algorithm (Gomez Rodriguez, Leskovec, and Krause, 2010)<doi:10.1145/1835804.1835933>. Given a set of events that spread between a set of nodes the algorithm infers the most likely stable diffusion network that is underlying the diffusion process.