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Quantitative Finance · Begrippenlijst

Wat is Entity resolution, record linkage?

Ook bekend als: record linkage · entity resolution

Definition 15.2 Machine Learning for Markets · Hoofdstuk 15 — Alternative-Data Pipelines

Record linkage decides which records in two files describe the same entity when no common identifier exists, by comparing their attributes (Fellegi and Sunter, 1969). Entity resolution is the task applied to a dataset’s entity strings (merchants, issuers, apps, vessels) against a reference list, here the security master (Book 7, chapter 4): normalise, compare, and decide to match, to send to review, or to leave unmatched.

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