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:
Jul. 27, 2021

Filed:

Apr. 22, 2014
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Sushma Bannur, Cupertino, CA (US);

Omar Alonso, Redwood Shores, CA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/901 (2019.01); G06F 7/24 (2006.01); G06N 7/00 (2006.01); G06F 16/29 (2019.01); G06Q 10/10 (2012.01); G06Q 50/00 (2012.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06F 16/9024 (2019.01); G06F 7/24 (2013.01); G06F 16/29 (2019.01); G06N 7/005 (2013.01); G06Q 10/10 (2013.01); G06Q 50/01 (2013.01); G06Q 30/0205 (2013.01); G06Q 30/0261 (2013.01);
Abstract

Systems and methods are presented for generating a transition graph from check-in data for determining probabilistic transitions of a user from an origin (location) to a destination. Check-in data for a plurality of users is obtained. The check-in data is organized and analyzed to determine a set of transition tuples for each of the plurality of users. These transition tuples are aggregated and used to generate a transition graph comprising a plurality of nodes and edges. Each node corresponds to a location and each edge indicates a transition from an origin node to a destination node and is associated with a likelihood of a user transitioning from the origin node to the destination node.


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