Fast and Accurate Incremental Entity Relationships
Abstract: Entity resolution (ER) is the problem of identifying which records in a database refer to the same entity. This project investigates how we can maximize the progress of ER with a limited amount of work using hints, which give information on records that are likely to refer to the same real-world entity. This project introduces a family of techniques for constructing hints efficiently and techniques for using the hints to maximize the number of matching records identified using a limited amount of work. Using real data sets, this project illustrates the potential gains of our pay-as-you-go approach compared to running ER without using hints.
Keywords: Entity resolution, data cleaning
How to Cite?: Rajeshkumar S, Geofrin Shirly S, "Fast and Accurate Incremental Entity Relationships", Volume 3 Issue 3, March 2014, International Journal of Science and Research (IJSR), Pages: 286-291, https://www.ijsr.net/getabstract.php?paperid=20131118, DOI: https://dx.doi.org/10.21275/20131118