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:
Dec. 08, 2020

Filed:

Apr. 02, 2020
Applicant:

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

Inventors:

James Allen Cox, Cary, NC (US);

Russell Albright, Spring Lake, MI (US);

Saratendu Sethi, Apex, NC (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/44 (2020.01); G06F 16/903 (2019.01); G06F 40/30 (2020.01); G06F 40/247 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 40/44 (2020.01); G06F 16/90344 (2019.01); G06F 16/90348 (2019.01); G06F 40/247 (2020.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01);
Abstract

A computing system receives a collection comprising multiple sets of ordered terms, including a first set. The system generates a dataset indicating an association between each pair of terms within a same set of the collection by generating co-occurrence score(s) for the first set. The system generates computed probabilities based on the co-occurrence score(s) for the first set. The computed probabilities indicate a likelihood that one term in a given pair of terms of the collection appears in a given set of the collection given that another term in the given pair of terms of the collection occurs. The system smoothes the computed probabilities by adding one or more random observations. The system generates one or more association indications for the first set based on the smoothed computed probabilities. The system outputs an indication of the dataset. Additionally, or alternatively, based on association measure(s), the system generates a virtual term.


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