Joint Entity Resolution on Multiple Datasets

Entity Resolution (ER) is the problem of identifying which records in a database represent the same entity. Often, records of different types are involved (e.g., authors, publications, institutions and venues), and resolving records of one type can impact the resolution of other types of records. In this paper the authors propose a flexible, modular resolution framework where existing ER algorithms developed for a given record type can be plugged in and used in concert with other ER algorithms.

Provided by: VLD Digital Topic: Big Data Date Added: Feb 2013 Format: PDF

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