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:
Feb. 23, 2021

Filed:

Aug. 05, 2019
Applicant:

Sas Institute Inc., Cary, NC (US);

Inventors:

Ruth Ellen Baldasaro, Cary, NC (US);

Jennifer Lee Hargrove, Raleigh, NC (US);

Edward Lew Rowe, Cary, NC (US);

Emily Louise Chapman-McQuiston, Cary, NC (US);

Assignee:

SAS INSTITUTE INC., Cary, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06F 9/50 (2006.01); G06F 16/906 (2019.01); G06F 16/9038 (2019.01); G06F 16/9035 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5072 (2013.01); G06F 16/906 (2019.01); G06N 3/08 (2013.01); G06F 16/9035 (2019.01); G06F 16/9038 (2019.01);
Abstract

Exemplary embodiments relate to systems for building a model of changes to data items when information the data items is limited or not directly observed. Exemplary embodiments allow properties of the data items to be inferred using a single data structure and creates a highly granular log of changes to the data item. Using this data structure, the time-varying nature of changes to the data item can be determined. The data structure may be used to identify characteristics associated with a regularly-performed action, to examine how adherence to the action affects a system, and to identify outcomes of non-adherence. Fungible data items may be mapped to a remediable condition or remedy class. This may be accomplished by automatically deriving conditions and remedial information from available information, matching the conditions to remedial classes or types via a customizable mapping, and then calculating adherence for the condition on the available information.


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