Can an Algorithmic System Be a 'Friend' to a Police Officer's Discretion?
Association for Computing Machinery (ACM) via YouTube
Overview
Syllabus
Introduction
Overview
Tutorial Structure
What do we mean by discretion
What do we mean by power
Why is discretion important
Why do police need discretion
UK College of Policing
Agenda
Domestic abuse operating context
Domestic abuse risk assessment
Deployment and decision points
Risk assessment
Predicting perpetrator reoffending
Data science
Current risk assessment
Accuracy levels
Live trials
Legal framework
Is the output relevant
Challenges
Heart Tool
Police statutory legal authority
Case study scenario
What happens after an arrest
Taught by
ACM FAccT Conference