Mining Business Relationships from Stocks and News

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Abstract

In today’s modern society and global economy, decision making processes are increasingly supported by data. Especially in financial businesses it is essential to know about how the players in our global or national market are connected. In this work we compare different approaches for creating company relationship graphs. In our evaluation we see similarities in relationships extracted from Bloomberg and Reuters business news and correlations in historic stock market data.

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Kellermeier, T., Repke, T., & Krestel, R. (2020). Mining Business Relationships from Stocks and News. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11985 LNAI, pp. 70–84). Springer. https://doi.org/10.1007/978-3-030-37720-5_6

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