Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks

Exploiting Weak Ties in Incomplete Network Datasets Using Simplified Graph Convolutional Neural Networks

This paper explores the value of <i>weak-ties</i> in classifying academic literature with the use of graph convolutional neural networks. Our experiments look at the results of treating <i>weak-ties</i> as if they were <i>strong-ties</i> to determine if that assum...

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Bibliographic Details
Main Authors: Neda H. Bidoki, Alexander V. Mantzaris, Gita Sukthankar
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Machine Learning and Knowledge Extraction
Subjects:
graph convolutional neural networks
weak ties
social networks
collective classification
Online Access:https://www.mdpi.com/2504-4990/2/2/8

Internet

https://www.mdpi.com/2504-4990/2/2/8

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