Network representation learning based on social similarities

Analysis of large-scale networks generally requires mapping high-dimensional network data to a low-dimensional space. We thus need to represent the node and connections accurate and effectively, and representation learning could be a promising method. In this paper, we investigate a novel social sim...

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Bibliographic Details
Main Authors: Ziwei Mo, Zhenzhen Xie, Xilian Zhang, Qi Luo, Yanwei Zheng, Dongxiao Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2022.974246/full