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In multinet: Analysis and mining of multilayer social networks

Functions to extract neighbors of vertices, to navigate the network

Description

These functions return actors who are connected to the input actor through an edge. They can be used to navigate the graph, following paths inside it.

Usage

neighbors_ml(n, actor, layers = character(0), mode = "all")
xneighbors_ml(n, actor, layers = character(0), mode = "all")

Arguments

n	A multilayer network.
actor	An actor name present in the network, whose neighbors are extracted.
layers	An array of layers belonging to the network. Only the nodes in these layers are returned. If the array is empty, all the nodes in the network are returned.
mode	This argument can take values "in", "out" or "all" to indicate respectively neighbors reachable via incoming edges, via outgoing edges or both.

Value

neighbors_ml returns the actors who are connected to the input actor on at least one of the specified layers. xneighbors_ml (eXclusive neighbors) returns the actors who are connected to the input actor on at least one of the specified layers, and on none of the other layers. Exclusive neighbors are those neighbors that would be lost by removing the input layers.

References

Berlingerio, Michele, Michele Coscia, Fosca Giannotti, Anna Monreale, and Dino Pedreschi. 2011. "Foundations of Multidimensional Network Analysis." In International Conference on Social Network Analysis and Mining (ASONAM), 485-89. IEEE Computer Society.

See Also

multinet.properties

Examples

net <- ml_aucs()
# out-neighbors of U54, that is, all A such that there is an edge ("U54",A)
neigh <- neighbors_ml(net, "U54", mode="out")
# all in-neighbors of U54 on the "work" layer who are not in-neighbors
# in any other layer
xneigh <- xneighbors_ml(net, "U54", "work", mode="in")
# all neighbors (in- and out-) of U54 on the "work" and "lunch" layers
# who are not neighbors in any other layer
xneigh <- xneighbors_ml(net, "U54", c("work","lunch"))

multinet documentation built on Nov. 2, 2024, 5:06 p.m.