Using Network Embedding to Obtain a Richer and More Stable Network Layout for a Large Scale Bibliometric Network

Abstract

The goal of this study is to explore whether deep learning based embedded models can provide a better visualization solution for large citation networks.

Keywords

• scientometrics
• visualization
• essential science indicators
• bibliometric networks
• network embedding
• science mapping