Research Article

A Tensor CP Decomposition Method for Clustering Heterogeneous Information Networks via Stochastic Gradient Descent Algorithms

Table 1

The synthetic datasets.

Synthetic datasets

220.1%
240.01%
420.1%
440.01%

is the number of object types in the heterogeneous information network and also the number of modes in the tensor. is the number of clusters. is the network scale, and . is the density of the tensor, that is, the percentage of nonzero elements in the tensor, and .