JPMorgan Chase Researchers Propose JPEC: A Novel Graph Neural Network that Outperforms Expert’s Predictions on Tasks of Competitor Retrieval

" data-medium-file="https://www.marktechpost.com/wp-content/uploads/2024/11/Screenshot-2024-11-12-at-8.32.09 PM-300x224.png" data-large-file="https://www.marktechpost.com/wp-content/uploads/2024/11/Screenshot-2024-11-12-at-8.32.09 PM.png" tabindex="0" role="button"> " data-medium-file="https://www.marktechpost.com/wp-content/uploads/2024/11/Screenshot-2024-11-12-at-8.32.09 PM-300x224.png" data-large-file="https://www.marktechpost.com/wp-content/uploads/2024/11/Screenshot-2024-11-12-at-8.32.09 PM.png" tabindex="0" role="button">Knowledge graphs are finding their way into financial practices, especially as powerful tools for competitor retrieval tasks. Graph’s ability to organize and analyze complex data effectively allows them to gain insights from competitive clues and reveal meaningful connections between companies. They thus substitute manual data collection and analysis methods with greater scalability and applicability scope. […]

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