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:
Nov. 28, 2023

Filed:

Mar. 05, 2020
Applicant:

Vmware, Inc., Palo Alto, CA (US);

Inventors:

Kiran Rama, Bangalore, IN;

Francis Chow, Palo Alto, CA (US);

Ricky Ho, Palo Alto, CA (US);

Sayan Putatunda, Bangalore, IN;

Ravi Prasad Kondapalli, Bangalore, IN;

Stephen Harris, Palo Alto, CA (US);

Assignee:

VMWARE, INC., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06Q 10/067 (2023.01); G06Q 10/0631 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06Q 10/067 (2013.01); G06N 3/045 (2023.01); G06N 20/00 (2019.01); G06Q 10/06311 (2013.01);
Abstract

A system and method for recommending demand-supply agent pairs for transactions uses a deep neural network on data of demand agents to produce a demand agent vector, which is used to select supply agents based on their likelihood of future transaction and to find k nearest neighbor demand agents for each of the demand agents. The candidate supply agents and the k nearest neighbor demand agents are then combined to produce candidate demand-supply agent pairs, which are used to find recommended demand-supply agent pairs by applying modeling using machine learning.


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