Text mining domestic violence police narratives to identify behaviours linked to coercive control

G Karystianis, N Chowdhury, L Sheridan, S Reutens… - Crime Science, 2024 - Springer
Background and setting Domestic and family violence (DFV) is a significant societal problem
that predominantly affects women and children. One behaviour that has been linked to DFV …

Surveillance of domestic violence using text mining outputs from Australian police records

G Karystianis, A Adily, PW Schofield, H Wand… - Frontiers in …, 2022 - frontiersin.org
In Australia, domestic violence reports are mostly based on data from the police, courts,
hospitals, and ad hoc surveys. However, gaps exist in reporting information such as victim …

[HTML][HTML] Prevalence of mental illnesses in domestic violence police records: Text mining study

G Karystianis, A Simpson, A Adily, P Schofield… - Journal of medical …, 2020 - jmir.org
Background The New South Wales Police Force (NSWPF) records details of significant
numbers of domestic violence (DV) events they attend each year as both structured …

Policing and Mental ill-health: Using Big Data to Assess the Scale and Severity of, and the Frontline Resources Committed to, mental ill-health-related calls-for-service

S Langton, J Bannister, M Ellison… - Policing: A Journal of …, 2021 - academic.oup.com
Addressing public safety and welfare, inclusive of responding to incidents involving persons
with mental ill-health (PMIH) has become an integral dimension of, and a significant …

Measuring cybercrime in calls for police service

D Kwon, H Borrion, R Wortley - Asian Journal of Criminology, 2024 - Springer
Conventional police databases contain much information on cybercrime, but extracting it
remains a practical challenge. This is because these databases rarely contain labels that …

Utilizing text mining, data linkage and deep learning in police and health records to predict future offenses in family and domestic violence

G Karystianis, RC Cabral, SC Han, J Poon… - Frontiers in digital …, 2021 - frontiersin.org
Family and Domestic violence (FDV) is a global problem with significant social, economic,
and health consequences for victims including increased health care costs, mental trauma …

Understanding policing demand and deployment through the lens of the city and with the application of big data

M Ellison, J Bannister, WD Lee, MS Haleem - Urban studies, 2021 - journals.sagepub.com
The effective, efficient and equitable policing of urban areas rests on an appreciation of the
qualities and scale of, as well as the factors shaping, demand. It also requires an …

Assessing the risk of repeat victimization using structured and unstructured police information

R Geurts, N Raaijmakers, MJMH Delsing… - Crime & …, 2023 - journals.sagepub.com
Following the EU Victim Directive, Dutch police officers are obliged to assess a victim's
vulnerability to repeat victimization. This study explored the utility of unstructured police …

Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives

S Relins, D Birks, C Lloyd - arXiv preprint arXiv:2412.11878, 2024 - arxiv.org
Objectives: Compare qualitative coding of instruction tuned large language models (IT-
LLMs) against human coders in classifying the presence or absence of vulnerability in …

An Intelligent Experience Retention System: Challenges and Limitations for Operation and Maintenance in Nuclear Power Plants

HA Gabbar, SS Al Jabar, HA Hassan… - IEEE Systems, Man …, 2021 - ieeexplore.ieee.org
This article presents an intelligent experience retention system (IERS), which is designed to
overcome challenges and limitations of capturing human experience related to operating …