Enhancing risk analysis with GNN: Edge classification in risk causality from securities reports

In the evolving business landscape, the scope of risk factors is extremely wide, making it impossible for all business-related risks to be captured within publicly available financial disclosures. Previous studies have predominantly focused on understanding causal relationships and risk chains based...

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Bibliographic Details
Main Authors: Hajime Sasaki, Motomasa Fujii, Hiroki Sakaji, Shigeru Masuyama
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:International Journal of Information Management Data Insights
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667096824000065