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Rebecca Steorts (Duke University)
Thursday 07 July 2016, 16:00-17:00
Modern Bayesian Record Linkage: Some Recent Developments and Open Challenges
- đ¤ Speaker: Rebecca Steorts (Duke University)
- đ Date & Time: Thursday 07 July 2016, 16:00 - 17:00
- đ Venue: Seminar Room 1, Newton Institute
Abstract
Record linkage, also known as de-duplication, entity resolution, and coreference resolution is the process of merging together noisy databases to remove duplicate entities. Record linkage is becoming more essential in the age of big data, where duplicates are ever present in such applications as official statistics, human rights, genetics, electronic medical data, and so on. We briefly review the genesis of record linkage with the work of Newcombe in 1959, and then move to recent Bayesian developments using novel clustering approaches in recent work. We speak of recent challenges that have been overcome and ones that are present, needing guidance and attention.
Series This talk is part of the Isaac Newton Institute Seminar Series series.
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