Data Quality - Entity (Resolution|Disambiguation) - Record (linkage|matching) - Conflation

Dataquality Metrics

About

Entity Resolution, or wiki/Record linkage is the process of (joining|matching) records from one data source with another that describe the same Entity.

Also known as :

Entity Resolution (ER) refers to the task of finding records in a data set that refer to the same entity across different data sources. (identifier)

A data set that has undergone ER may be referred to as being cross-linked.

Entity resolution is a data cleaning and integration problem..

Example

  • Entity resolution across two data sets of commercial products.

Approach

Library

Documentation / Reference





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