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.
Patent No.:
Date of Patent:
Sep. 15, 2020
Filed:
May. 17, 2018
Applicant:
Assurant, Inc., New York, NY (US);
Inventors:
Rajiv Matta, Atlanta, GA (US);
Ron Brusky, Miami, FL (US);
Assignee:
ASSURANT, INC., New York, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); H04L 12/58 (2006.01); G06N 7/00 (2006.01); H04L 29/08 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 51/02 (2013.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01); H04L 51/20 (2013.01); H04L 67/22 (2013.01); H04L 67/306 (2013.01); H04L 67/02 (2013.01);
Abstract
An apparatus, method, and computer program product are provided for the improved and automatic prediction of a relativistic, observer-specific perception and response to a potential event and, based at least in part on the predicted perception and response, generating and presenting observer-specific digital content items. Some example implementations employ predictive, machine-learning modeling to facilitate user-specific event perception and response prediction and the selection of particularized messages and other digital content items for presentation to the user.