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:
Jan. 07, 2025

Filed:

Mar. 29, 2021
Applicant:

1a Smart Start Llc, Grapevine, TX (US);

Inventor:

Matt Strausz, Grapevine, TX (US);

Assignee:

1A Smart Start LLC, Grapevine, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60R 25/10 (2013.01); B60K 28/06 (2006.01); G06N 7/01 (2023.01); G06Q 50/26 (2012.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 50/265 (2013.01); B60K 28/066 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01);
Abstract

Embodiments provide probation officers with a recidivism probability score that is to be considered in conjunction with, or as a component of, compliance-based removal decisions. The recidivism score is computed based on a weighted combination of evidence-based factors that have been shown, through machine learning and other statistical analytics, to have a strong correlation with long-term recidivism rates. Examples of such evidence-based factors include the offender's Projected Date of IID Removal, Date of IID Install, Date of last Calibration, Violation Hour, Low BAC Non-Violation, BAC Violations, IID Violations, IID Service Lockout, IID Early Morning Violations, Violation Lockouts, and Circumvention Attempts Skipped Tests.


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