Quantifying Company Similarity With Large-Scale Heterogeneous Graphs
Researchers created CompanyKG, a large-scale graph quantifying company similarity through products, services, leadership & financial data. This knowledge graph approach outperforms traditional methods in identifying similar companies.
This is a Plain English Papers summary of a research paper called CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This research paper introduces CompanyKG, a large-scale heterogeneous graph that can be used to quantify the similarity between companies. The graph contains a wealth of information about companies, including their products, services, leadership, and financial performance. The authors demonstrate how this graph can...