Author name disambiguation based on heterogeneous graph neural network | PLOS ONE

Summary

The article highlights the superior performance of a Graph Neural Network model for name disambiguation on the AMiner dataset. It leverages data mining and social media credentials, outperforming various baseline methods in precision, recall, and F1 metrics through its advanced heterogeneous network approach.