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. 08, 2025

Filed:

Apr. 01, 2022
Applicant:

Hubspot, Inc., Cambridge, MA (US);

Inventors:

Marco Lagi, Medford, MA (US);

Vedant Misra, Cambridge, MA (US);

Kevin M. Walsh, Marion, MA (US);

Scott Judson, Boston, MA (US);

Assignee:

HubSpot, Inc., Cambridge, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/02 (2023.01); G06F 16/95 (2019.01); G06F 16/9535 (2019.01); G06F 16/9538 (2019.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 30/0251 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0254 (2013.01); G06F 16/9535 (2019.01); G06F 16/9538 (2019.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 30/0269 (2013.01);
Abstract

A system includes a set of crawlers that find and retrieve documents from an information network, an information extraction system, a knowledge graph storing nodes and edges that connect them, wherein each node represents a respective entity of a corresponding entity type of a plurality of entity types, and wherein the knowledge graph further stores event data relating to events detected by the information extraction system, a machine learning system that trains models that are used in connection with at least one of entity extraction, event extraction, recipient identification, and content generation, a lead scoring system that scores the relevance of information to an individual and references information in the knowledge graph, and a content generation system that generates content of a personalized message to a recipient who is an individual for which the lead scoring system has determined a threshold level of relevance.


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