US Patent:
20190251057, Aug 15, 2019
Inventors:
- Seattle WA, US
Daniel Gorrie - Seattle WA, US
Glenn Wisegarver - Sammamish WA, US
Adam Dean Loving - Seattle WA, US
International Classification:
G06F 15/18
G06K 9/62
G06Q 40/06
Abstract:
Disclosed is a reconciliation system which implements a two-stage reconciliation process. During a Training Stage, useful features of training data are identified and used to generate a machine learning model. When new data is provided which requires reconciliation, a Classification Stage uses the machine learning model to first aggregate the new data into tranches of candidate matches based on the useful features. Then, records within each tranche may be matched in a much more efficient manner.
