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:
Oct. 29, 2024

Filed:

Jun. 20, 2023
Applicant:

Xad, Inc., New York, NY (US);

Inventors:

Can Liang, Mountain View, CA (US);

Huitao Luo, Fremont, CA (US);

Pravesh Katyal, Mountain View, CA (US);

Saravana Ravindran, Mountain View, CA (US);

Hari Venkatesan, Cupertino, CA (US);

Yi Jia, San Jose, CA (US);

Shashi Seth, Mountain View, CA (US);

Assignee:

xAd, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 4/021 (2018.01); G06N 20/00 (2019.01); H04W 4/029 (2018.01); H04W 4/18 (2009.01);
U.S. Cl.
CPC ...
H04W 4/021 (2013.01); G06N 20/00 (2019.01); H04W 4/029 (2018.02); H04W 4/185 (2013.01);
Abstract

A system coupled to a packet-based network is configured to generate geo-blocks for location-based information services. Each of the geo-blocks corresponds to a geographical region within a geographical area and has at least one border defined by a real-world object. The system is configured to obtain geo data related to real-world objects including transportation routes and natural boundaries in the geographical area, partition the geographical area into initial geo-blocks using the geo data, process a plurality of information requests with respect to at least some of the initial geo-blocks and with respect to initial geo-fences associated with a plurality of points of interests (POIs) to generate entries in one or more databases, and machine train a mobile device location prediction model based on the entries in the one or more databases.


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