The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 11, 2021

Filed:

Apr. 30, 2019
Applicant:

Amperity, Inc., Seattle, WA (US);

Inventors:

Yan Yan, Seattle, WA (US);

Stephen Keith Meyles, Seattle, WA (US);

Graeme Andrew Kyle Roche, Seattle, WA (US);

Jeffrey Allen Stokes, Seattle, WA (US);

Carlos Minoru Sakoda, Seattle, WA (US);

Dan Suciu, Seattle, WA (US);

Assignee:

AMPERITY, INC., Seattle, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/22 (2019.01); G06F 16/28 (2019.01); G06N 20/00 (2019.01); G06K 9/62 (2006.01); G06F 40/18 (2020.01); G06F 40/177 (2020.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06F 16/221 (2019.01); G06F 16/282 (2019.01); G06F 16/285 (2019.01); G06F 40/177 (2020.01); G06F 40/18 (2020.01); G06K 9/6218 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01);
Abstract

The present disclosure relates clustering similar data records together in a hierarchical clustering scheme. Each tier in a cluster corresponds to a minimal match score, which reflects a degree of confidence. In this respect, a higher confidence may lead to smaller sized clusters while a lower confidence may lead to larger sized clusters. Ordinal classification may be used to generate hierarchical clusters. In some embodiments, hierarchical clustering with conflict resolution is used to resolve user-defined hard conflicts in each tier of the clustering results.


Find Patent Forward Citations

Loading…