Research Article

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

Table 3

NMI of experiments on DBLP-four-area dataset.

NMI OPT SGDClus SOSClus NetClus PathSelClus FctClus

Paper 0.6557 0.67200.8812 0.5402 0.6142 0.7152
Author 0.65390.8872 0.8822 0.5488 0.6770 0.6012
Conference1 0.84971 0.8858 0.9906 0.8248
0.6556 0.87780.8827 0.5503 0.6770 0.6050