Research Article

Modeling Community Evolution Characteristics of Dynamic Networks with Evolutionary Bayesian Nonnegative Matrix Factorization

Table 1

Notations.

SymbolDefinition

The snapshot label, and t
The node sets of snapshot , and
The edge sets of snapshot
The adjacent matrix at snapshot , and
The basis matrix at , and
The community membership matrix at , and
The evolution behavior matrix at snapshot , and
The community label matrix of snapshot
The number of communities of snapshot