Assessing citation appropriateness through masked graph autoencoder

This study proposes a novel network-based detection method for assessing citation reliability and identifying manipulative practices. Applying a Masked Graph Autoencoder, the approach learns expected citation patterns by iteratively masking and reconstructing network edges. High reconstruction error...

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Bibliographic Details

Published in:	Procedia computer science Vol. 270; pp. 273 - 281
Main Authors:	Avros, Renata, Volkovich, Zeev
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2025
Subjects:	Citation reliability masked graph autoencoder network perturbations Citation reliability network perturbations masked graph autoencoder
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
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