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Interdisciplinary research at the intersection of AI, Criminology, and Ethics.

ArXiv Preprint Computer Vision AI Ethics May 2025

Towards AI-Driven Policing: Interdisciplinary Knowledge Discovery from Police Body-Worn Camera Footage

Anita Srbinovska, Angela Srbinovska, Vivek Senthil, Adrian Martin, John McCluskey, Jonathan Bateman, Ernest Fokoué
Abstract: This paper proposes a novel interdisciplinary framework for analyzing police body-worn camera (BWC) footage from the Rochester Police Department (RPD) using advanced artificial intelligence (AI) and statistical machine learning (ML) techniques. Our goal is to detect, classify, and analyze patterns of interaction between police officers and civilians to identify key behavioral dynamics, such as respect, disrespect, escalation, and de-escalation...
CrimRxiv Criminology Methodology May 2025

Beyond the Lens: Integrating Interdisciplinary Expertise for Enhanced Knowledge Discovery from Police Body-Worn Camera Footage

Angela Srbinovska, Jonathan Bateman, Anita Srbinovska, John McCluskey, Adrian Martin, Ernest Fokoué
Abstract: A comprehensive examination of integrating domain expertise from criminology with computer science methodologies. This study addresses the challenges of validating AI models in high-stakes environments and proposes a collaborative workflow for enhancing the utility and reliability of BWC data analysis in policing reform.