Calculating a recidivism probability score for compliance-based ignition interlock device removal
US12190399B1 · kind B1 · utility
Assignee
Inventor
Key dates
| Filing date | Mar 29, 2021 |
| Grant date | Jan 7, 2025 |
| Priority date | — |
| Expiry date | May 27, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldTransport
- WIPO sectorMechanical engineering
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.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.