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:
Nov. 03, 2015

Filed:

Jul. 24, 2013
Applicant:

Aro, Inc., Seattle, WA (US);

Inventors:

Kevin Francis Eustice, Seattle, WA (US);

Michael Perkowitz, Seattle, WA (US);

Assignee:

ARO, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04W 4/02 (2009.01); G06N 5/02 (2006.01); G06F 17/30 (2006.01); G06F 17/27 (2006.01); G06Q 30/06 (2012.01); G06N 99/00 (2010.01); H04W 4/20 (2009.01);
U.S. Cl.
CPC ...
H04W 4/02 (2013.01); G06F 17/2785 (2013.01); G06F 17/30876 (2013.01); G06N 5/02 (2013.01); G06N 99/005 (2013.01); G06Q 30/0631 (2013.01); H04W 4/206 (2013.01);
Abstract

A user's context history is analyzed to identify transitions between contexts therein. The identified transitions are used to build a routine model for the user. The routine model includes transition rules indicating a source context, a destination context, and, optionally, a probability that the user will transition from the source context to the destination context, based on the user's historical behavior. A customized recommendation agent for the user is built using the routine model. The customized recommendation agent selects recommendations from a corpus to present to the user, based on the routine model and the user's current or predicted future context.


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