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Title: Repurposing recidivism models for forecasting police officer use of force
We review several concepts and modeling techniques from statistical and machine learning that have been developed to forecast recidivism. We show how these methods might be repurposed for forecasting police officer use of force. Using open Chicago police department use-of-force complaint data for illustration, we discuss feature engineering, construction of black-box models, interpretable forecasts, and fairness.  more » « less
Award ID(s):
1737585 1737996
PAR ID:
10276746
Author(s) / Creator(s):
; ;
Date Published:
Journal Name:
IEEE International Conference on Big Data
Volume:
2020
ISSN:
2639-1589
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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