Joint Entity Resolution on Multiple Datasets

Provided by: VLD Digital
Topic: Big Data
Format: PDF
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.

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