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:
Jan. 24, 2023

Filed:

May. 03, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Florian Pinel, New York, NY (US);

Tova Roth, Woodmere, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G08G 1/14 (2006.01); G06N 5/02 (2006.01); G08G 1/01 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/022 (2013.01); G08G 1/0129 (2013.01); G08G 1/14 (2013.01);
Abstract

Embodiments of the present invention disclose a method, a computer program product, and a computer system predicting parking availability. A computer identifies parking spaces and groups the parking spacing into parking locations. In addition, the computer distinguishes private parking spaces from public parking spaces, and trains a crowd forecast model for each of the parking locations. The computer further receives a destination and preferences, from which the computer creates a geofence based on the destination and preferences. The computer then predicts parking availability based on the crowd forecast models and refines the crowd forecast model.


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