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:
Aug. 02, 2022

Filed:

Jul. 07, 2020
Applicant:

Adp, Inc., Roseland, NJ (US);

Inventors:

Ramsay Cole, Brooklyn, NY (US);

Kurt Newman, Columbus, GA (US);

Assignee:

ADP, Inc., Roselane, NJ (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/06 (2012.01); G06Q 10/10 (2012.01); G06N 7/00 (2006.01); G06Q 30/02 (2012.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06Q 10/06375 (2013.01); G06N 3/08 (2013.01); G06N 7/005 (2013.01); G06Q 10/067 (2013.01); G06Q 10/06315 (2013.01); G06Q 10/1057 (2013.01); G06Q 30/0204 (2013.01);
Abstract

A method for generating a communicable disease policy plan by using machine learning. The process identifies a number of workplace policies for a number of business entities. The workplace policies comprise a number of dimensions of data collected from a number of sources. The process collects employment data for each of the business entities. The employment data includes sick leave data about employees of the plurality of business entities. The process determines metrics for the sick leave data during a given time interval; simultaneously models the workplace policies and the metrics for the sick leave data to identify correlations among the number of dimensions of data and generalize rules for predicting effective workplace policies; predicts a number of effective workplace policies for a particular business entity; and generates a communicable disease policy plan for the particular business entity based on the number of effective workplace policies.


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