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. 13, 2015

Filed:

Dec. 07, 2012
Applicant:

Inkiru, Inc., Palo Alto, CA (US);

Inventors:

Alok Bhanot, Palo Alto, CA (US);

Jayashree S. Kolhatkar, Palo Alto, CA (US);

Mark Paul Palaima, Saratoga, CA (US);

Vijay Raghavendra, Fremont, CA (US);

Yitao Yao, Saratoga, CA (US);

Assignee:

Wal-mart Stores, Inc., Bentonville, AR (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06Q 30/02 (2012.01); G06Q 10/06 (2012.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06N 7/005 (2013.01); G06Q 10/06375 (2013.01); G06Q 30/0282 (2013.01);
Abstract

A real-time predictive intelligence platform comprises: receiving from a user through a meta API definitions for predictive intelligence (PI) artifacts that describe a domain of an online transaction system for least one business entity, each of the PI artifacts including types, component modules and behavior bundles; exposing an entity API based on the PI artifacts for receiving entity events from the online transaction system comprising records of interactions and transactions between customers and the online transaction system; responsive to receiving an entity event through the entity API, executing the component modules and behavior bundles to analyze relationships found between past entity events and metrics associated with the past entity events, and computing a probabilistic prediction and/or a score, which is then returned to the online transaction system in real-time; and processing entity event replicas using modified versions of the PI artifacts for experimentation.


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