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:
Apr. 25, 2023

Filed:

Jun. 16, 2020
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Sonu Kumar Mishra, Seattle, WA (US);

Vamsi Polapragada, Redmond, WA (US);

Juliana Saussy, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06F 16/23 (2019.01); G06N 20/00 (2019.01); H04M 3/51 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 16/2379 (2019.01); G06N 20/00 (2019.01); H04M 3/5166 (2013.01);
Abstract

Technology is described for routing communications between contacts and agents. Associations may be generated between agents and contacts who intend to communicate with the agents. Weightings for the associations between the agents and the contacts may be determined using a machine learning model to produce weighted associations. The weightings may represent a predicted interaction metric between the agents and the contacts. Selected pairs of agents and contacts may be determined by applying matching rules to the weightings. Communications may be routed between the contacts and the agents in accordance with the selected pairs of agents and contacts.


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