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:
Apr. 05, 2022

Filed:

Mar. 31, 2017
Applicant:

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

Inventors:

Lydia Manikonda, Tempe, AZ (US);

Shirin Sohrabi Araghi, Port Chester, NY (US);

Biplav Srivastava, Rye, NY (US);

Kartik Talamadupula, White Plains, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 7/00 (2006.01); G06N 5/04 (2006.01); G06F 40/35 (2020.01); G06Q 50/00 (2012.01); G06Q 30/04 (2012.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 40/35 (2020.01); G06N 5/045 (2013.01); G06N 7/005 (2013.01); G06Q 30/04 (2013.01); G06Q 50/01 (2013.01);
Abstract

Embodiments for learning personalized actionable domain models by a processor. A domain model may be generated according to a plurality of actions, extracted from one or more online data sources, of a plurality of cluster representatives. The plurality of actions achieve a goal. A hierarchical action model may be generated based on probabilities of the domain model and the plurality of actions. The hierarchical action model comprises a sequence of actions of the plurality of actions for achieving the goal. The hierarchical action model may be personalized by filtering to a selected set of actions according to weighted actions of the plurality of actions.


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